[{"title":"( 59 个子文件 162KB ) 用卷积滤波器matlab代码-KiU-Net-pytorch:用于图像分割的KiU-Net的官方Pytorch编码-MICCAI2020(口服","children":[{"title":"KiU-Net-pytorch-master","children":[{"title":"LiTS","children":[{"title":"data_prepare","children":[{"title":"get_training_set.py <span style='color:#111;'> 3.05KB </span>","children":null,"spread":false}],"spread":true},{"title":"net","children":[{"title":"models.py <span style='color:#111;'> 23.82KB </span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'> 966B </span>","children":null,"spread":false},{"title":"dataset","children":[{"title":"dataset.py <span style='color:#111;'> 1.64KB </span>","children":null,"spread":false}],"spread":true},{"title":"utilities","children":[{"title":"calculate_metrics.py <span style='color:#111;'> 4.49KB </span>","children":null,"spread":false}],"spread":true},{"title":"loss","children":[{"title":"Tversky.py <span style='color:#111;'> 652B </span>","children":null,"spread":false},{"title":"SS.py <span style='color:#111;'> 630B </span>","children":null,"spread":false},{"title":"ELDice.py <span style='color:#111;'> 621B </span>","children":null,"spread":false},{"title":"Hybrid.py <span style='color:#111;'> 723B </span>","children":null,"spread":false},{"title":"WBCE.py <span style='color:#111;'> 525B </span>","children":null,"spread":false},{"title":"Jaccard.py <span style='color:#111;'> 624B </span>","children":null,"spread":false},{"title":"BCE.py <span style='color:#111;'> 296B </span>","children":null,"spread":false},{"title":"Dice.py <span style='color:#111;'> 566B </span>","children":null,"spread":false}],"spread":true},{"title":"train.py <span style='color:#111;'> 2.52KB </span>","children":null,"spread":false},{"title":"DenseCRF","children":[{"title":"2D-CRF.py <span style='color:#111;'> 5.93KB </span>","children":null,"spread":false},{"title":"3D-CRF.py <span style='color:#111;'> 5.59KB </span>","children":null,"spread":false}],"spread":true},{"title":"requirements.txt <span style='color:#111;'> 146B </span>","children":null,"spread":false},{"title":"parameter.py <span style='color:#111;'> 2.18KB </span>","children":null,"spread":false},{"title":"val.py <span style='color:#111;'> 6.36KB </span>","children":null,"spread":false},{"title":"data_analysis","children":[{"title":"liver_slice_percentage.py <span style='color:#111;'> 819B </span>","children":null,"spread":false},{"title":"get_spacing.py <span style='color:#111;'> 626B </span>","children":null,"spread":false},{"title":"get _threshold.py <span style='color:#111;'> 1011B </span>","children":null,"spread":false},{"title":"liver_voxel_percentage.py <span style='color:#111;'> 875B </span>","children":null,"spread":false}],"spread":true}],"spread":false},{"title":"README.md <span style='color:#111;'> 7.44KB </span>","children":null,"spread":false},{"title":"test.py <span style='color:#111;'> 6.07KB </span>","children":null,"spread":false},{"title":"BRATS","children":[{"title":"README.md <span style='color:#111;'> 1.06KB </span>","children":null,"spread":false},{"title":"prep.py <span style='color:#111;'> 4.65KB </span>","children":null,"spread":false},{"title":"predict_kiunet.py <span style='color:#111;'> 6.19KB </span>","children":null,"spread":false},{"title":"ensemble_methods.py <span style='color:#111;'> 4.00KB </span>","children":null,"spread":false},{"title":"train_kiunet.py <span style='color:#111;'> 7.18KB </span>","children":null,"spread":false},{"title":"models","children":[{"title":"criterions.py <span style='color:#111;'> 2.93KB </span>","children":null,"spread":false},{"title":"unet.py <span style='color:#111;'> 17.01KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 114B </span>","children":null,"spread":false}],"spread":true},{"title":"compress_data.py <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"experiments","children":[{"title":"kiunet3d_n4.yaml <span style='color:#111;'> 779B </span>","children":null,"spread":false},{"title":"kiunet3d_wo_crop.yaml <span style='color:#111;'> 779B </span>","children":null,"spread":false},{"title":"kiunet3d_n8.yaml <span style='color:#111;'> 779B </span>","children":null,"spread":false},{"title":"kiunet.yaml <span style='color:#111;'> 789B </span>","children":null,"spread":false},{"title":"kiunet3d.yaml <span style='color:#111;'> 779B </span>","children":null,"spread":false}],"spread":true},{"title":"data","children":[{"title":"dualpath.py <span style='color:#111;'> 13.10KB </span>","children":null,"spread":false},{"title":"datasets.py <span style='color:#111;'> 118B </span>","children":null,"spread":false},{"title":"parcellation.py <span style='color:#111;'> 1.06KB </span>","children":null,"spread":false},{"title":"explore.py <span style='color:#111;'> 1.40KB </span>","children":null,"spread":false},{"title":"rand.py <span style='color:#111;'> 481B </span>","children":null,"spread":false},{"title":"singlepath.py <span style='color:#111;'> 6.21KB </span>","children":null,"spread":false},{"title":"data_utils.py <span style='color:#111;'> 1.40KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 0B </span>","children":null,"spread":false},{"title":"tf_utils.py <span style='color:#111;'> 3.07KB </span>","children":null,"spread":false},{"title":"test_sampling.py <span style='color:#111;'> 474B </span>","children":null,"spread":false},{"title":"sampler.py <span style='color:#111;'> 2.39KB </span>","children":null,"spread":false},{"title":"transforms.py <span style='color:#111;'> 10.75KB </span>","children":null,"spread":false}],"spread":false}],"spread":true},{"title":"train.py <span style='color:#111;'> 10.32KB </span>","children":null,"spread":false},{"title":"metrics.py <span style='color:#111;'> 3.03KB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"utils.py <span style='color:#111;'> 9.49KB </span>","children":null,"spread":false},{"title":"img","children":[{"title":"arch.png <span style='color:#111;'> 90.98KB </span>","children":null,"spread":false}],"spread":true},{"title":"performancemetrics.m <span style='color:#111;'> 2.07KB </span>","children":null,"spread":false},{"title":"arch","children":[{"title":"ae.py <span style='color:#111;'> 35.12KB </span>","children":null,"spread":false}],"spread":true},{"title":"extractors.py <span style='color:#111;'> 13.29KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]