High-quality coronary artery segmentation via fuzzy logic modeling coupled with dynamic graph convolutional network
The proposed network is at: ./model/fgnet_3d.py
Quantitative comparison with state-of-the-art methods on the CTA119 dataset and the ASOCA dataset The best results are in bold, and the second-best results are underlined.
Qualitative Comparison: comparison of results for two typical cases from the ASOCA dataset by different methods.
Usage
Data preparation
ASOCA dataset:
https://asoca.grand-challenge.org
data ├── npy
├── img
├── 1.npy
├── 2.npy
└── ...
└── mask
├── 1.npy
├── 2.npy
└── ...
Training
python train.py
Testing
python test.py