ExtractFeaturesFromBlocksSlices.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "from __future__ import print_function\n",
    "import os, time\n",
    "import collections\n",
    "import platform\n",
    "import csv\n",
    "import SimpleITK as sitk\n",
    "import six\n",
    "\n",
    "from radiomics import firstorder, glcm, imageoperations, shape, glrlm, glszm, featureextractor\n",
    "import numpy as np \n",
    "# import matplotlib.pyplot as plt \n",
    "import imp\n",
    "import datetime\n",
    "import pandas as pd\n",
    "import gc\n",
    "gc.enable()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_path = \"./data/\" \n",
    "frame = pd.read_csv(data_path + 'segment_results.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "tif_path = mask_path = data_path + 'tiff/'\n",
    "output_path = \"./data/block/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "ids = [int(item[item.find('_')+1:]) for item in list(frame.ID)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\BobKing\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:1: DeprecationWarning: \n",
      ".ix is deprecated. Please use\n",
      ".loc for label based indexing or\n",
      ".iloc for positional indexing\n",
      "\n",
      "See the documentation here:\n",
      "http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    }
   ],
   "source": [
    "frame.ix[:,'BKID'] = frame.ID\n",
    "frame.ix[:,'ID'] = ids"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getpos(Diaphragm,PubicSymphysis):\n",
    "    pos = int((PubicSymphysis-Diaphragm) * POSITION/10) + int(Diaphragm) \n",
    "    endpos = int(Diaphragm) + pos + int((PubicSymphysis-Diaphragm)/10) \n",
    "    if endpos + 1 >=PubicSymphysis:\n",
    "        endpos = PubicSymphysis -1\n",
    "    return pos, endpos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract blocks from CTs (umbilicus block)\n",
    "POSITION = 5\n",
    "for index, row in frame.iterrows():\n",
    "    file = tif_path+str(row[\"BKID\"])+\".tif\"\n",
    "    if os.path.exists(file): \n",
    "        if os.path.exists(output_path+str(row[\"ID\"])+\".tif\"):\n",
    "            print(\"skip \"+ file)\n",
    "            continue\n",
    "    else:\n",
    "        print(\"file not found: \"+ file)\n",
    "        continue\n",
    "        \n",
    "    image = sitk.ReadImage(file)    \n",
    "    image_s = sitk.GetArrayFromImage(image)\n",
    "\n",
    "    pos, endpos = getpos(row[\"Diaphragm Index\"],row[\"PubicSymphysis Index\"])\n",
    "        \n",
    "    img = sitk.GetImageFromArray(image_s[pos:endpos])\n",
    "\n",
    "    sitk.WriteImage(img, output_path + str(row[\"ID\"])+'.tif') \n",
    "\n",
    "    del img, image_s\n",
    "    gc.collect()\n",
    "    print(\"Extracted block from \" + str(row[\"ID\"]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "innerHeader = pd.read_excel(data_path + \"full_block_features.xlsx\")\n",
    "header = innerHeader.columns.tolist()\n",
    "header.append(\"StartIndex\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2445613, pos 212 - 278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2445623, pos 186 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2445616, pos 208 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454825, pos 229 - 294\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454773, pos 225 - 290\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454800, pos 216 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454813, pos 196 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454829, pos 223 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454841, pos 217 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454844, pos 200 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454795, pos 228 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454827, pos 225 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454713, pos 222 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461275, pos 223 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461235, pos 204 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461268, pos 227 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461271, pos 215 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461247, pos 224 - 300\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461233, pos 207 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461257, pos 191 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461256, pos 226 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461279, pos 212 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461261, pos 209 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461251, pos 190 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461286, pos 205 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461274, pos 205 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461289, pos 211 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461239, pos 195 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461270, pos 191 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461277, pos 193 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461237, pos 218 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461260, pos 213 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461246, pos 202 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461258, pos 241 - 324\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461267, pos 203 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461265, pos 211 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461240, pos 238 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461244, pos 216 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461244, pos 216 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461241, pos 225 - 278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461283, pos 229 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461278, pos 225 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461242, pos 237 - 301\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461250, pos 254 - 341\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461280, pos 251 - 318\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461281, pos 240 - 322\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2466246, pos 275 - 366\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2466192, pos 278 - 351\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476702, pos 199 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476769, pos 232 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2473814, pos 256 - 338\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2473860, pos 267 - 354\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2473838, pos 200 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476732, pos 277 - 374\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476705, pos 205 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476701, pos 256 - 339\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476771, pos 245 - 310\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476739, pos 242 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476746, pos 247 - 334\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476725, pos 211 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476659, pos 214 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476761, pos 238 - 316\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476743, pos 186 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476728, pos 235 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476656, pos 235 - 306\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476770, pos 197 - 236\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476755, pos 254 - 326\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476760, pos 243 - 307\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476703, pos 257 - 347\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476754, pos 240 - 317\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476772, pos 224 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476729, pos 211 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476655, pos 242 - 300\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476654, pos 208 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476658, pos 223 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476776, pos 249 - 336\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476657, pos 222 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476768, pos 209 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476763, pos 235 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476762, pos 458 - 549\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476724, pos 272 - 360\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476653, pos 238 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476704, pos 253 - 342\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476767, pos 220 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476774, pos 272 - 368\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476744, pos 250 - 324\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476742, pos 227 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2484963, pos 238 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2484967, pos 251 - 310\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603578, pos 221 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603545, pos 226 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603538, pos 211 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603564, pos 230 - 311\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605729, pos 187 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603590, pos 256 - 346\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603553, pos 199 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605740, pos 245 - 331\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603585, pos 198 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605766, pos 226 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603598, pos 207 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603587, pos 216 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603567, pos 213 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603536, pos 238 - 288\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603584, pos 249 - 336\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605765, pos 216 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603556, pos 241 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603540, pos 198 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603588, pos 219 - 278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603568, pos 245 - 329\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603570, pos 227 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603557, pos 224 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605753, pos 242 - 327\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605731, pos 263 - 353\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605741, pos 197 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605737, pos 245 - 320\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605751, pos 223 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    }
   ],
   "source": [
    "# Extract features from umbilicus CT block \n",
    "\n",
    "FEATURE_TYPES = {1:\"shape\", 2:\"firstorder\", 3:\"glcm\", 4:\"glrlm\", 5:\"glszm\", 6:\"wavelet-glcm\", 7:\"wavelet-glrlm\"}\n",
    "import random\n",
    "\n",
    "IS_OUTER_FAT = False\n",
    "\n",
    "TASK_LIST = [2,3,4,5,6,7]\n",
    "\n",
    "POSITION = 5\n",
    "first = True\n",
    "FINISHED_ID = \"\"\n",
    "\n",
    "try:\n",
    "    with open(output_path + \"blocks.txt\", 'r') as sf:\n",
    "        FINISHED_ID = sf.readline()\n",
    "        print(FINISHED_ID)\n",
    "        if FINISHED_ID != \"\":\n",
    "            first = False;\n",
    "except:\n",
    "    pass\n",
    "\n",
    "Found = False\n",
    "positions = []\n",
    "\n",
    "if IS_OUTER_FAT:\n",
    "    CSV_FILE = \"block_outer.csv\"\n",
    "else:\n",
    "    CSV_FILE = \"block_inner.csv\"\n",
    "    \n",
    "for index, row in frame.iterrows():\n",
    "    \n",
    "    if FINISHED_ID!=\"\" and Found==False and str(row[\"ID\"]) != FINISHED_ID:\n",
    "        continue\n",
    "    elif str(row[\"ID\"]) == FINISHED_ID:\n",
    "        Found = True\n",
    "        print(\"Continue from {}\".format(row[\"ID\"]))\n",
    "        continue\n",
    "        \n",
    "    file = output_path+str(row[\"ID\"])+\".tif\"\n",
    "    if os.path.exists(file): \n",
    "        mask_file = mask_path+str(row[\"BKID\"])+\"_mask.nrrd\"\n",
    "        if not os.path.exists(mask_file):\n",
    "            print(\"mask file not found: \"+ mask_file) \n",
    "            continue\n",
    "    else:\n",
    "        print(\"file not found: \"+ file)\n",
    "        continue\n",
    "        \n",
    "    image_block = sitk.ReadImage(file)    \n",
    "    mask = sitk.ReadImage(mask_file)\n",
    "    mask_s = sitk.GetArrayFromImage(mask)\n",
    "    if IS_OUTER_FAT:\n",
    "        mask_s[mask_s!=2] = 0\n",
    "        mask_s[mask_s==2] = 1\n",
    "    else:\n",
    "        mask_s[mask_s!=5] = 0\n",
    "        mask_s[mask_s==5] = 1\n",
    "        \n",
    "    pos, endpos = getpos(row[\"Diaphragm Index\"],row[\"PubicSymphysis Index\"]) \n",
    "    mask_block = sitk.GetImageFromArray(mask_s[pos:endpos])\n",
    "    del mask\n",
    "    del mask_s\n",
    "    \n",
    "    print(\"\\r\\n*******************************************************\\n\")\n",
    "    print(\"Case {}, pos {} - {}\".format(row[\"ID\"], pos, endpos))\n",
    "\n",
    "    settings = {}\n",
    "    spacing = ['1.0','1.0','1.0']  \n",
    "    settings['binWidth'] = 25\n",
    "    settings['resampledPixelSpacing'] = None  \n",
    "    settings['interpolator'] = 'sitkBSpline'\n",
    "    settings['verbose'] = True\n",
    "     \n",
    "    values = {'ID':row[\"ID\"], \"StartIndex\":pos}\n",
    "    for FEATURE_ID in TASK_LIST:\n",
    "#         print(\"Start analyze feature: {}...\".format(FEATURE_TYPES[FEATURE_ID]))\n",
    "        if FEATURE_ID == 6:\n",
    "            paramPath = output_path + 'Params-glcm.yaml'\n",
    "        else:\n",
    "            paramPath = output_path + 'Params-glrlm.yaml'\n",
    "\n",
    "        selected_feature = None\n",
    "        if FEATURE_TYPES[FEATURE_ID] == \"firstorder\":\n",
    "            extractor = firstorder.RadiomicsFirstOrder(image_block, mask_block, **settings)\n",
    "        elif FEATURE_TYPES[FEATURE_ID] == \"glcm\":\n",
    "            extractor = glcm.RadiomicsGLCM(image_block, mask_block, **settings)\n",
    "        elif FEATURE_TYPES[FEATURE_ID] == \"glrlm\":\n",
    "            extractor = glrlm.RadiomicsGLRLM(image_block, mask_block, **settings)\n",
    "        elif FEATURE_TYPES[FEATURE_ID] == \"glszm\":\n",
    "            extractor = glszm.RadiomicsGLSZM(image_block, mask_block, **settings)\n",
    "        elif FEATURE_TYPES[FEATURE_ID] == \"wavelet-glcm\" or FEATURE_TYPES[FEATURE_ID] == \"wavelet-glrlm\":\n",
    "            extractor = featureextractor.RadiomicsFeaturesExtractor(paramPath)\n",
    "        else:\n",
    "            raise Exception(\"Invalid feature selected!\")\n",
    "\n",
    "#         print('Calculating feature {} '.format(FEATURE_TYPES[FEATURE_ID]))\n",
    "\n",
    "        featureValues= {}\n",
    "        if FEATURE_ID == 6 or FEATURE_ID == 7:\n",
    "            featureValues = extractor.execute(image_block,mask_block)   \n",
    "        elif extractor != None:\n",
    "            extractor.enableAllFeatures()\n",
    "            extractor.calculateFeatures()\n",
    "            featureValues = extractor.featureValues\n",
    "        else:\n",
    "             raise Exception(\"Invalid feature configuration!\")\n",
    "        new_values = {k.replace('wavelet-',''):v for k, v in featureValues.items() if not k.startswith('general_')} \n",
    "\n",
    "        nm = FEATURE_TYPES[FEATURE_ID].upper()\n",
    "        if FEATURE_ID == 6 or FEATURE_ID == 7:\n",
    "            nm = 'WAVELET'\n",
    "        new_values = { nm+ '_' +k:v for k, v in new_values.items()} \n",
    "        values.update(new_values)\n",
    "\n",
    "\n",
    "#         print('Calculated feature {} '.format(FEATURE_TYPES[FEATURE_ID]))\n",
    "#         for (key, val) in six.iteritems(featureValues):\n",
    "#             print('  ', key, ':', val)\n",
    "\n",
    "    with open(output_path + CSV_FILE, 'a', newline='') as f:\n",
    "        writer = csv.DictWriter(f, fieldnames=header)\n",
    "        if first:\n",
    "            writer.writeheader()\n",
    "        writer.writerow(values)\n",
    "        f.flush()\n",
    "        first = False\n",
    "            \n",
    "    del image_block\n",
    "    del mask_block\n",
    "    del extractor\n",
    "    gc.collect()\n",
    "    \n",
    "    with open(output_path + \"blocks.txt\", 'w+') as f:\n",
    "        f.write(str(row[\"ID\"]))\n",
    "        f.flush()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2445613, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445613, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2445623, slice pos 195 - 198\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 187 - 190\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 191 - 194\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 210 - 213\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445623, slice pos 209 - 212\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2445616, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2445616, slice pos 214 - 217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454825, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454825, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454773, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 243 - 246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 285 - 288\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454773, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454800, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454800, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454813, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 202 - 205\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454813, slice pos 204 - 207\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454829, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454829, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454841, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 282 - 285\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 285 - 288\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454841, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454844, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 233 - 236\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 207 - 210\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 207 - 210\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 209 - 212\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454844, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454795, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 281 - 284\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454795, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454827, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 267 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454827, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2454713, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2454713, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461275, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461275, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461235, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 211 - 214\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 213 - 216\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 207 - 210\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 209 - 212\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461235, slice pos 211 - 214\n",
      "\n",
      "*******************************************************\n",
      "\n",
      "Case 2461268, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 267 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n",
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461268, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461271, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461271, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461247, slice pos 293 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 271 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 286 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 282 - 285\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 243 - 246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461247, slice pos 291 - 294\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461233, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461233, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461257, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 211 - 214\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 206 - 209\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 194 - 197\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461257, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461256, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 299 - 302\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 290 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461256, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461279, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 214 - 217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461279, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461261, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 243 - 246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461261, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461251, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461251, slice pos 203 - 206\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461286, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 210 - 213\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461286, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461274, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461274, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461289, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 214 - 217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 271 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461289, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461239, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 202 - 205\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 196 - 199\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 213 - 216\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 202 - 205\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461239, slice pos 197 - 200\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461270, slice pos 214 - 217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 199 - 202\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 209 - 212\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 198 - 201\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 210 - 213\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 213 - 216\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461270, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461277, slice pos 195 - 198\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 200 - 203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 233 - 236\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 209 - 212\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461277, slice pos 203 - 206\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461237, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 267 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461237, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461260, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 275 - 278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461260, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461246, slice pos 222 - 225\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 213 - 216\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 203 - 206\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461246, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461258, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 287 - 290\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 281 - 284\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 293 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 308 - 311\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461258, slice pos 313 - 316\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461267, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 203 - 206\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 211 - 214\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 205 - 208\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 210 - 213\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461267, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461265, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461265, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461240, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 275 - 278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 281 - 284\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461240, slice pos 281 - 284\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461244, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 243 - 246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461244, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461241, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 254 - 257\n",
      "Case 2461241, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n",
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461241, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461283, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461283, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461278, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461278, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461242, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 287 - 290\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461242, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461250, slice pos 302 - 305\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 312 - 315\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 329 - 332\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 311 - 314\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 274 - 277\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 317 - 320\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 332 - 335\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461250, slice pos 304 - 307\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461280, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 309 - 312\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461280, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2461281, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 317 - 320\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 316 - 319\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 304 - 307\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2461281, slice pos 292 - 295\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2466246, slice pos 354 - 357\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 355 - 358\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 345 - 348\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 318 - 321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 315 - 318\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 292 - 295\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 318 - 321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 361 - 364\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 282 - 285\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466246, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2466192, slice pos 342 - 345\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 334 - 337\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 289 - 292\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 319 - 322\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 318 - 321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 307 - 310\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 310 - 313\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 339 - 342\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2466192, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476702, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 207 - 210\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 204 - 207\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476702, slice pos 205 - 208\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476769, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 271 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 280 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476769, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2473814, slice pos 328 - 331\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 313 - 316\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 302 - 305\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 309 - 312\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 286 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 305 - 308\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473814, slice pos 295 - 298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2473860, slice pos 341 - 344\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 312 - 315\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 340 - 343\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 304 - 307\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 289 - 292\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 271 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 304 - 307\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 337 - 340\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473860, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2473838, slice pos 200 - 203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 203 - 206\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 214 - 217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2473838, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476732, slice pos 317 - 320\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 346 - 349\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 333 - 336\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 331 - 334\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 344 - 347\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 291 - 294\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 337 - 340\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 343 - 346\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 306 - 309\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476732, slice pos 285 - 288\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476705, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476705, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476701, slice pos 324 - 327\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 280 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 330 - 333\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 306 - 309\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 289 - 292\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476701, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476771, slice pos 281 - 284\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 274 - 277\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 285 - 288\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 305 - 308\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 292 - 295\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476771, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476739, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476739, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476746, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 322 - 325\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 325 - 328\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 324 - 327\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 287 - 290\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 297 - 300\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 297 - 300\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476746, slice pos 312 - 315\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476725, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476725, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476659, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 243 - 246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 233 - 236\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476659, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476761, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 290 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 293 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 307 - 310\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476761, slice pos 304 - 307\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476743, slice pos 190 - 193\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 200 - 203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 193 - 196\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 202 - 205\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 204 - 207\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 196 - 199\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 198 - 201\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476743, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476728, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476728, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476656, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 286 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 295 - 298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476656, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476770, slice pos 211 - 214\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 203 - 206\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 197 - 200\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 222 - 225\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 223 - 226\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 205 - 208\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476770, slice pos 200 - 203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476755, slice pos 290 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 305 - 308\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 299 - 302\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 299 - 302\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 290 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476755, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476760, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 292 - 295\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 299 - 302\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 286 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476760, slice pos 280 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476703, slice pos 310 - 313\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 300 - 303\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 281 - 284\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 333 - 336\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 334 - 337\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476703, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476754, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 311 - 314\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 295 - 298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 303 - 306\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476754, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476772, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476772, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476729, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 222 - 225\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476729, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476655, slice pos 286 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476655, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476654, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 243 - 246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476654, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476658, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476658, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476776, slice pos 280 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 311 - 314\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 328 - 331\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 327 - 330\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 325 - 328\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 331 - 334\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476776, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476657, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 291 - 294\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476657, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476768, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 210 - 213\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476768, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476763, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 280 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476763, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476762, slice pos 471 - 474\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 463 - 466\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 525 - 528\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 516 - 519\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 466 - 469\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 517 - 520\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 459 - 462\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 534 - 537\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 489 - 492\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476762, slice pos 503 - 506\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476724, slice pos 316 - 319\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 353 - 356\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 295 - 298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 291 - 294\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 341 - 344\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 317 - 320\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 339 - 342\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 354 - 357\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 348 - 351\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476724, slice pos 318 - 321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476653, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 297 - 300\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 274 - 277\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476653, slice pos 293 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476704, slice pos 314 - 317\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 317 - 320\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 308 - 311\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 312 - 315\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 293 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 306 - 309\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476704, slice pos 321 - 324\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476767, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476767, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476774, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 299 - 302\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 291 - 294\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 287 - 290\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 300 - 303\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 308 - 311\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476774, slice pos 329 - 332\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476744, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 295 - 298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 279 - 282\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 282 - 285\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 290 - 293\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 289 - 292\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 307 - 310\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 299 - 302\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476744, slice pos 299 - 302\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2476742, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2476742, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2484963, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 293 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484963, slice pos 297 - 300\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2484967, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 253 - 256\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 298 - 301\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 296 - 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2484967, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603578, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 245 - 248\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603578, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603545, slice pos 276 - 279\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 267 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603545, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603538, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 222 - 225\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603538, slice pos 213 - 216\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603564, slice pos 280 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 277 - 280\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 305 - 308\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 295 - 298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603564, slice pos 293 - 296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605729, slice pos 204 - 207\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 189 - 192\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 191 - 194\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 209 - 212\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 195 - 198\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 210 - 213\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 192 - 195\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605729, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603590, slice pos 302 - 305\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 331 - 334\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 303 - 306\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 285 - 288\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 292 - 295\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 289 - 292\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 327 - 330\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603590, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603553, slice pos 199 - 202\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 215 - 218\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 205 - 208\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 202 - 205\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 204 - 207\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603553, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605740, slice pos 321 - 324\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 321 - 324\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 321 - 324\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 301 - 304\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 275 - 278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 295 - 298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 298 - 301\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 323 - 326\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605740, slice pos 318 - 321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603585, slice pos 203 - 206\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 206 - 209\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 205 - 208\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 201 - 204\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603585, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605766, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605766, slice pos 232 - 235\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603598, slice pos 214 - 217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 260 - 263\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 238 - 241\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 244 - 247\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603598, slice pos 208 - 211\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603587, slice pos 216 - 219\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603587, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603567, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 234 - 237\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 219 - 222\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 228 - 231\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 226 - 229\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603567, slice pos 214 - 217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603536, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 242 - 245\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 281 - 284\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 278 - 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603536, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603584, slice pos 282 - 285\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 306 - 309\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 331 - 334\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 313 - 316\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 313 - 316\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 324 - 327\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 288 - 291\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603584, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605765, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 233 - 236\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 221 - 224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605765, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603556, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 284 - 287\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 257 - 260\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 243 - 246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603556, slice pos 283 - 286\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603540, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 218 - 221\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 200 - 203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 211 - 214\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 231 - 234\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 213 - 216\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 200 - 203\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 211 - 214\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603540, slice pos 205 - 208\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603588, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 229 - 232\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 220 - 223\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603588, slice pos 241 - 244\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603568, slice pos 246 - 249\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 267 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 271 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 322 - 325\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 254 - 257\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 318 - 321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 267 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603568, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603570, slice pos 236 - 239\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 255 - 258\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 249 - 252\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 267 - 270\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 239 - 242\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 264 - 267\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 233 - 236\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603570, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2603557, slice pos 262 - 265\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 224 - 227\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 271 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 250 - 253\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 248 - 251\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 265 - 268\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2603557, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605753, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 320 - 323\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 251 - 254\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 306 - 309\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 292 - 295\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 286 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 268 - 271\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 271 - 274\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605753, slice pos 273 - 276\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605731, slice pos 282 - 285\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 275 - 278\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 266 - 269\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 289 - 292\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 320 - 323\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 294 - 297\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 337 - 340\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 287 - 290\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605731, slice pos 315 - 318\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605741, slice pos 207 - 210\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 240 - 243\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 206 - 209\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 204 - 207\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 217 - 220\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 212 - 215\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 225 - 228\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605741, slice pos 227 - 230\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605737, slice pos 286 - 289\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 258 - 261\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 282 - 285\n",
      "Case 2605737, slice pos 252 - 255\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n",
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 280 - 283\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 269 - 272\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 272 - 275\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 256 - 259\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 308 - 311\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605737, slice pos 259 - 262\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r\n",
      "*******************************************************\n",
      "\n",
      "Case 2605751, slice pos 235 - 238\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 239 - 242\n",
      "Case 2605751, slice pos 237 - 240\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n",
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 263 - 266\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 230 - 233\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 261 - 264\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 247 - 250\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 270 - 273\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GLCM is symmetrical, therefore Sum Average = 2 * Joint Average, only 1 needs to be calculated\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Case 2605751, slice pos 226 - 229\n"
     ]
    }
   ],
   "source": [
    "# Extract any three consecutive slices from umbilicus CT block (10 times of random position)\n",
    "\n",
    "first = True\n",
    "FINISHED_ID = \"\"\n",
    "\n",
    "try:\n",
    "    with open(output_path + \"slices.txt\", 'r') as sf:\n",
    "        FINISHED_ID = sf.readline()\n",
    "        print(FINISHED_ID)\n",
    "        if FINISHED_ID != \"\":\n",
    "            first = False;\n",
    "except:\n",
    "    pass\n",
    "\n",
    "Found = False\n",
    "positions = []\n",
    "\n",
    "if IS_OUTER_FAT:\n",
    "    CSV_FILE = \"block_slices.csv\"\n",
    "else:\n",
    "    CSV_FILE = \"block_slices.csv\"\n",
    "    \n",
    "for index, row in frame.iterrows():\n",
    "    \n",
    "    if FINISHED_ID!=\"\" and Found==False and str(row[\"ID\"]) != FINISHED_ID:\n",
    "        continue\n",
    "    elif str(row[\"ID\"]) == FINISHED_ID:\n",
    "        Found = True\n",
    "        print(\"Continue from {}\".format(row[\"ID\"]))\n",
    "        continue\n",
    "        \n",
    "    file = output_path+str(row[\"ID\"])+\".tif\"\n",
    "    if os.path.exists(file): \n",
    "        mask_file = mask_path+str(row[\"BKID\"])+\"_mask.nrrd\"\n",
    "        if not os.path.exists(mask_file):\n",
    "            print(\"mask file not found: \"+ mask_file) \n",
    "            continue\n",
    "    else:\n",
    "        print(\"file not found: \"+ file)\n",
    "        continue\n",
    "        \n",
    "    image = sitk.ReadImage(file)   \n",
    "    image_s = sitk.GetArrayFromImage(image)\n",
    "\n",
    "    mask = sitk.ReadImage(mask_file)\n",
    "    mask_s = sitk.GetArrayFromImage(mask)\n",
    "    if IS_OUTER_FAT:\n",
    "        mask_s[mask_s!=2] = 0\n",
    "        mask_s[mask_s==2] = 1\n",
    "    else:\n",
    "        mask_s[mask_s!=5] = 0\n",
    "        mask_s[mask_s==5] = 1\n",
    "        \n",
    "    pos, endpos = getpos(row[\"Diaphragm Index\"],row[\"PubicSymphysis Index\"]) \n",
    "    print(\"\\r\\n*******************************************************\\n\")\n",
    "\n",
    "    for i in range(10):\n",
    "        start = random.randint(pos,endpos-5) \n",
    "        \n",
    "        image_slices = sitk.GetImageFromArray(image_s[start-pos:start-pos+3])\n",
    "        mask_slices = sitk.GetImageFromArray(mask_s[start:start+3])\n",
    "        print(\"Case {}, slice pos {} - {}\".format(row[\"ID\"], start, start+3))\n",
    "\n",
    "        settings = {}\n",
    "        spacing = ['1.0','1.0','1.0']  \n",
    "        settings['binWidth'] = 25\n",
    "        settings['resampledPixelSpacing'] = None  \n",
    "        settings['interpolator'] = 'sitkBSpline'\n",
    "        settings['verbose'] = True\n",
    "\n",
    "        values = {'ID':row[\"ID\"], \"StartIndex\":start}\n",
    "        for FEATURE_ID in TASK_LIST:\n",
    "    #         print(\"Start analyze feature: {}...\".format(FEATURE_TYPES[FEATURE_ID]))\n",
    "            if FEATURE_ID == 6:\n",
    "                paramPath = output_path + 'Params-glcm.yaml'\n",
    "            else:\n",
    "                paramPath = output_path + 'Params-glrlm.yaml'\n",
    "\n",
    "            selected_feature = None\n",
    "            if FEATURE_TYPES[FEATURE_ID] == \"firstorder\":\n",
    "                extractor = firstorder.RadiomicsFirstOrder(image_slices, mask_slices, **settings)\n",
    "            elif FEATURE_TYPES[FEATURE_ID] == \"glcm\":\n",
    "                extractor = glcm.RadiomicsGLCM(image_slices, mask_slices, **settings)\n",
    "            elif FEATURE_TYPES[FEATURE_ID] == \"glrlm\":\n",
    "                extractor = glrlm.RadiomicsGLRLM(image_slices, mask_slices, **settings)\n",
    "            elif FEATURE_TYPES[FEATURE_ID] == \"glszm\":\n",
    "                extractor = glszm.RadiomicsGLSZM(image_slices, mask_slices, **settings)\n",
    "            elif FEATURE_TYPES[FEATURE_ID] == \"wavelet-glcm\" or FEATURE_TYPES[FEATURE_ID] == \"wavelet-glrlm\":\n",
    "                extractor = featureextractor.RadiomicsFeaturesExtractor(paramPath)\n",
    "            else:\n",
    "                raise Exception(\"Invalid feature selected!\")\n",
    "\n",
    "    #         print('Calculating feature {} '.format(FEATURE_TYPES[FEATURE_ID]))\n",
    "\n",
    "            featureValues= {}\n",
    "            if FEATURE_ID == 6 or FEATURE_ID == 7:\n",
    "                featureValues = extractor.execute(image_slices,mask_slices)   \n",
    "            elif extractor != None:\n",
    "                extractor.enableAllFeatures()\n",
    "                extractor.calculateFeatures()\n",
    "                featureValues = extractor.featureValues\n",
    "            else:\n",
    "                 raise Exception(\"Invalid feature configuration!\")\n",
    "            new_values = {k.replace('wavelet-',''):v for k, v in featureValues.items() if not k.startswith('general_')} \n",
    "\n",
    "\n",
    "            nm = FEATURE_TYPES[FEATURE_ID].upper()\n",
    "            if FEATURE_ID == 6 or FEATURE_ID == 7:\n",
    "                nm = 'WAVELET'\n",
    "            new_values = { nm+ '_' +k:v for k, v in new_values.items()} \n",
    "            values.update(new_values)\n",
    "\n",
    "\n",
    "    #         print('Calculated feature {} '.format(FEATURE_TYPES[FEATURE_ID]))\n",
    "    #         for (key, val) in six.iteritems(featureValues):\n",
    "    #             print('  ', key, ':', val)\n",
    "\n",
    "        with open(output_path + CSV_FILE, 'a', newline='') as f:\n",
    "            writer = csv.DictWriter(f, fieldnames=header)\n",
    "            if first:\n",
    "                writer.writeheader()\n",
    "            writer.writerow(values)\n",
    "            f.flush()\n",
    "            first = False\n",
    "            \n",
    "        del image_slices\n",
    "        del mask_slices\n",
    "        del extractor\n",
    "        \n",
    "    del mask\n",
    "    del mask_s\n",
    "    del image\n",
    "    del image_s\n",
    "    gc.collect()\n",
    "    \n",
    "    with open(output_path + \"slices.txt\", 'w+') as f:\n",
    "        f.write(str(row[\"ID\"]))\n",
    "        f.flush()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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