|
116 | 116 | "\n", |
117 | 117 | "rec_path = '/files/p1000/p10000117/s45090959/45090959'\n", |
118 | 118 | "recordid = \"45090959\"\n", |
119 | | - "rd_record = wfdb.rdrecord(recordid, pn_dir= f\'mimic-iv-ecg/1.0/{rec_path}\')" |
| 119 | + "rd_record = wfdb.rdrecord(recordid, pn_dir= f\"mimic-iv-ecg/1.0/{rec_path}\")" |
120 | 120 | ], |
121 | 121 | "metadata": { |
122 | 122 | "id": "i2mRFMBq8Ry_" |
|
286 | 286 | "cell_type": "code", |
287 | 287 | "source": [ |
288 | 288 | "tachycardia_count = 0\n", |
289 | | - "brachycardia_count = 0\n", |
| 289 | + "bradycardia_count = 0\n", |
290 | 290 | "sinus_count = 0\n", |
291 | 291 | "\n", |
292 | 292 | "#Get list of ECG records from dataset\n", |
|
350 | 350 | " label = \"tachycardia\"\n", |
351 | 351 | " tachycardia_count += 1\n", |
352 | 352 | " elif avg_hr < 60:\n", |
353 | | - " label = \"brachycardia\"\n", |
354 | | - " brachycardia_count += 1\n", |
| 353 | + " label = \"bradycardia\"\n", |
| 354 | + " bradycardia_count += 1\n", |
355 | 355 | " else:\n", |
356 | 356 | " label = \"sinus\"\n", |
357 | 357 | " sinus_count += 1\n", |
|
385 | 385 | "p10000560/s42695383/42695383: Avg HR=65.44 BPM, RMSSD=35.04 ms, sinus\n", |
386 | 386 | "p10000635/s40067704/40067704: Avg HR=65.55 BPM, RMSSD=558.01 ms, sinus\n", |
387 | 387 | "p10000635/s42947358/42947358: Avg HR=65.25 BPM, RMSSD=359.23 ms, sinus\n", |
388 | | - "p10000635/s43522917/43522917: Avg HR=57.46 BPM, RMSSD=42.11 ms, brachycardia\n", |
| 388 | + "p10000635/s43522917/43522917: Avg HR=57.46 BPM, RMSSD=42.11 ms, bradycardia\n", |
389 | 389 | "p10000635/s44095784/44095784: Avg HR=63.94 BPM, RMSSD=32.33 ms, sinus\n", |
390 | 390 | "p10000635/s45386375/45386375: Avg HR=63.00 BPM, RMSSD=94.86 ms, sinus\n", |
391 | | - "p10000635/s48339811/48339811: Avg HR=57.70 BPM, RMSSD=101.19 ms, brachycardia\n", |
| 391 | + "p10000635/s48339811/48339811: Avg HR=57.70 BPM, RMSSD=101.19 ms, bradycardia\n", |
392 | 392 | "p10000764/s40539087/40539087: Avg HR=74.95 BPM, RMSSD=305.66 ms, sinus\n", |
393 | 393 | "p10000764/s43681375/43681375: Avg HR=88.93 BPM, RMSSD=226.61 ms, sinus\n", |
394 | 394 | "p10000764/s44069449/44069449: Avg HR=123.16 BPM, RMSSD=10.95 ms, tachycardia\n", |
|
408 | 408 | "p10000935/s45594411/45594411: Avg HR=80.82 BPM, RMSSD=16.24 ms, sinus\n", |
409 | 409 | "p10000935/s48142435/48142435: Avg HR=101.35 BPM, RMSSD=7.60 ms, tachycardia\n", |
410 | 410 | "p10000935/s48582094/48582094: Avg HR=105.31 BPM, RMSSD=3.27 ms, tachycardia\n", |
411 | | - "p10000980/s40742173/40742173: Avg HR=54.27 BPM, RMSSD=358.73 ms, brachycardia\n", |
| 411 | + "p10000980/s40742173/40742173: Avg HR=54.27 BPM, RMSSD=358.73 ms, bradycardia\n", |
412 | 412 | "p10000980/s40816324/40816324: Avg HR=76.66 BPM, RMSSD=112.55 ms, sinus\n", |
413 | 413 | "p10000980/s41309390/41309390: Avg HR=72.33 BPM, RMSSD=22.51 ms, sinus\n", |
414 | 414 | "p10000980/s41366957/41366957: Avg HR=71.41 BPM, RMSSD=59.96 ms, sinus\n", |
|
419 | 419 | "p10000980/s42855628/42855628: Avg HR=68.44 BPM, RMSSD=7.67 ms, sinus\n", |
420 | 420 | "p10000980/s43013697/43013697: Avg HR=66.66 BPM, RMSSD=21.00 ms, sinus\n", |
421 | 421 | "p10000980/s43143228/43143228: Avg HR=83.50 BPM, RMSSD=112.71 ms, sinus\n", |
422 | | - "p10000980/s43744967/43744967: Avg HR=59.03 BPM, RMSSD=263.09 ms, brachycardia\n", |
| 422 | + "p10000980/s43744967/43744967: Avg HR=59.03 BPM, RMSSD=263.09 ms, bradycardia\n", |
423 | 423 | "p10000980/s44669583/44669583: Avg HR=85.13 BPM, RMSSD=57.80 ms, sinus\n", |
424 | 424 | "p10000980/s45105401/45105401: Avg HR=62.30 BPM, RMSSD=28.77 ms, sinus\n", |
425 | 425 | "p10000980/s45832921/45832921: Avg HR=66.69 BPM, RMSSD=25.37 ms, sinus\n", |
|
438 | 438 | "p10000980/s49144190/49144190: Avg HR=71.32 BPM, RMSSD=128.42 ms, sinus\n", |
439 | 439 | "p10000980/s49202548/49202548: Avg HR=72.15 BPM, RMSSD=85.76 ms, sinus\n", |
440 | 440 | "p10000980/s49245181/49245181: Avg HR=70.65 BPM, RMSSD=10.41 ms, sinus\n", |
441 | | - "p10000980/s49560547/49560547: Avg HR=55.32 BPM, RMSSD=428.61 ms, brachycardia\n", |
| 441 | + "p10000980/s49560547/49560547: Avg HR=55.32 BPM, RMSSD=428.61 ms, bradycardia\n", |
442 | 442 | "p10000980/s49961002/49961002: Avg HR=74.67 BPM, RMSSD=281.44 ms, sinus\n", |
443 | 443 | "p10001122/s47286409/47286409: Avg HR=85.42 BPM, RMSSD=8.94 ms, sinus\n", |
444 | 444 | "p10001176/s40925049/40925049: Avg HR=94.38 BPM, RMSSD=5.81 ms, sinus\n", |
|
448 | 448 | "p10001217/s43576724/43576724: Avg HR=67.00 BPM, RMSSD=21.99 ms, sinus\n", |
449 | 449 | "p10001217/s49758073/49758073: Avg HR=71.71 BPM, RMSSD=34.43 ms, sinus\n", |
450 | 450 | "p10001338/s46440135/46440135: Avg HR=79.28 BPM, RMSSD=14.10 ms, sinus\n", |
451 | | - "p10001338/s46743816/46743816: Avg HR=55.86 BPM, RMSSD=32.24 ms, brachycardia\n", |
| 451 | + "p10001338/s46743816/46743816: Avg HR=55.86 BPM, RMSSD=32.24 ms, bradycardia\n", |
452 | 452 | "p10001401/s40341634/40341634: Avg HR=73.54 BPM, RMSSD=134.78 ms, sinus\n", |
453 | | - "p10001401/s42790963/42790963: Avg HR=55.34 BPM, RMSSD=84.18 ms, brachycardia\n", |
| 453 | + "p10001401/s42790963/42790963: Avg HR=55.34 BPM, RMSSD=84.18 ms, bradycardia\n", |
454 | 454 | "p10001401/s44102194/44102194: Avg HR=63.37 BPM, RMSSD=388.59 ms, sinus\n", |
455 | 455 | "p10001401/s48531703/48531703: Avg HR=65.10 BPM, RMSSD=2.31 ms, sinus\n", |
456 | 456 | "p10001401/s49368993/49368993: Avg HR=70.18 BPM, RMSSD=341.39 ms, sinus\n", |
|
465 | 465 | "p10001629/s46034277/46034277: Avg HR=82.42 BPM, RMSSD=41.52 ms, sinus\n", |
466 | 466 | "p10001663/s42060926/42060926: Avg HR=69.66 BPM, RMSSD=7.10 ms, sinus\n", |
467 | 467 | "p10001663/s43742645/43742645: Avg HR=63.43 BPM, RMSSD=9.48 ms, sinus\n", |
468 | | - "p10001725/s41420867/41420867: Avg HR=59.52 BPM, RMSSD=23.74 ms, brachycardia\n", |
| 468 | + "p10001725/s41420867/41420867: Avg HR=59.52 BPM, RMSSD=23.74 ms, bradycardia\n", |
469 | 469 | "p10001757/s41800350/41800350: Avg HR=70.49 BPM, RMSSD=19.53 ms, sinus\n", |
470 | | - "p10001843/s43647002/43647002: Avg HR=51.47 BPM, RMSSD=47.38 ms, brachycardia\n", |
471 | | - "p10001843/s44042658/44042658: Avg HR=53.10 BPM, RMSSD=333.27 ms, brachycardia\n", |
472 | | - "p10001843/s44881309/44881309: Avg HR=53.68 BPM, RMSSD=447.96 ms, brachycardia\n", |
473 | | - "p10001843/s45896667/45896667: Avg HR=55.12 BPM, RMSSD=7.71 ms, brachycardia\n", |
| 470 | + "p10001843/s43647002/43647002: Avg HR=51.47 BPM, RMSSD=47.38 ms, bradycardia\n", |
| 471 | + "p10001843/s44042658/44042658: Avg HR=53.10 BPM, RMSSD=333.27 ms, bradycardia\n", |
| 472 | + "p10001843/s44881309/44881309: Avg HR=53.68 BPM, RMSSD=447.96 ms, bradycardia\n", |
| 473 | + "p10001843/s45896667/45896667: Avg HR=55.12 BPM, RMSSD=7.71 ms, bradycardia\n", |
474 | 474 | "p10001843/s47843381/47843381: Avg HR=108.62 BPM, RMSSD=280.18 ms, tachycardia\n", |
475 | | - "p10001860/s45808859/45808859: Avg HR=56.43 BPM, RMSSD=261.21 ms, brachycardia\n", |
| 475 | + "p10001860/s45808859/45808859: Avg HR=56.43 BPM, RMSSD=261.21 ms, bradycardia\n", |
476 | 476 | "p10001877/s40056908/40056908: Avg HR=69.88 BPM, RMSSD=213.97 ms, sinus\n", |
477 | 477 | "p10001877/s41316269/41316269: Avg HR=77.19 BPM, RMSSD=161.18 ms, sinus\n" |
478 | 478 | ] |
|
537 | 537 | "cell_type": "code", |
538 | 538 | "source": [ |
539 | 539 | "print(f\"tachycardia count: {tachycardia_count}%\")\n", |
540 | | - "print(f\"brachycardia count: {brachycardia_count}%\")\n", |
| 540 | + "print(f\"bradycardia count: {bradycardia_count}%\")\n", |
541 | 541 | "print(f\"sinus count: {sinus_count}%\")" |
542 | 542 | ], |
543 | 543 | "metadata": { |
|
555 | 555 | "name": "stdout", |
556 | 556 | "text": [ |
557 | 557 | "tachycardia count: 10%\n", |
558 | | - "brachycardia count: 13%\n", |
| 558 | + "bradycardia count: 13%\n", |
559 | 559 | "sinus count: 77%\n" |
560 | 560 | ] |
561 | 561 | } |
|
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