├── DenseCRF ├── 2D-CRF.py └── 3D-CRF.py ├── README.md ├── data_analysis ├── get _threshold.py ├── get_spacing.py ├── liver_slice_percentage.py └── liver_voxel_percentage.py ├── data_prepare └── get_training_set.py ├── dataset └── dataset.py ├── img ├── loss_curve.png └── segmentation-result.png ├── loss ├── BCE.py ├── Dice.py ├── ELDice.py ├── Hybrid.py ├── Jaccard.py ├── SS.py ├── Tversky.py └── WBCE.py ├── net └── ResUNet.py ├── parameter.py ├── requirements.txt ├── train_ds.py ├── utilities └── calculate_metrics.py └── val.py /DenseCRF/2D-CRF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/assassint2017/MICCAI-LITS2017/HEAD/DenseCRF/2D-CRF.py -------------------------------------------------------------------------------- /DenseCRF/3D-CRF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/assassint2017/MICCAI-LITS2017/HEAD/DenseCRF/3D-CRF.py 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