├── .gitignore ├── LICENSE ├── README.md ├── Stage1_E_step_generate_pseudo_label.py ├── Stage1_M_step_retrain.py ├── Stage2_classification_generate_heatmap.py ├── Stage2_classifier.py ├── __pycache__ ├── data_transforms.cpython-36.pyc ├── dataloaders.cpython-36.pyc ├── dataset.cpython-36.pyc ├── dla_bn.cpython-36.pyc ├── dla_up_bn.cpython-36.pyc └── generate_heatmap.cpython-36.pyc ├── data ├── crop_segmentation.py ├── oswalk.py └── wsi_and_anno │ ├── 16xmls │ ├── test_001.xml │ ├── test_002.xml │ ├── test_004.xml │ ├── test_008.xml │ ├── test_010.xml │ ├── test_011.xml │ ├── test_013.xml │ ├── test_016.xml │ ├── test_021.xml │ ├── test_026.xml │ ├── test_027.xml │ ├── test_029.xml │ ├── test_030.xml │ ├── test_033.xml │ ├── test_038.xml │ ├── test_040.xml │ ├── test_046.xml │ ├── test_048.xml │ ├── test_051.xml │ ├── test_052.xml │ ├── test_061.xml │ ├── test_064.xml │ ├── test_065.xml │ ├── test_066.xml │ ├── test_068.xml │ ├── test_069.xml │ ├── test_071.xml │ ├── test_073.xml │ ├── test_074.xml │ ├── test_075.xml │ ├── test_079.xml │ ├── test_082.xml │ ├── test_084.xml │ ├── test_090.xml │ ├── test_092.xml │ ├── test_094.xml │ ├── test_097.xml │ ├── test_099.xml │ ├── test_102.xml │ ├── test_104.xml │ ├── test_105.xml │ ├── test_108.xml │ ├── test_110.xml │ ├── test_113.xml │ ├── test_116.xml │ ├── test_117.xml │ ├── test_121.xml │ ├── test_122.xml │ ├── tumor_001.xml │ ├── tumor_002.xml │ ├── tumor_003.xml │ ├── tumor_004.xml │ ├── tumor_005.xml │ ├── tumor_006.xml │ ├── tumor_007.xml │ ├── tumor_008.xml │ ├── tumor_009.xml │ ├── tumor_010.xml │ ├── tumor_011.xml │ ├── tumor_012.xml │ ├── tumor_013.xml │ ├── tumor_014.xml │ ├── tumor_015.xml │ ├── tumor_016.xml │ ├── tumor_017.xml │ ├── tumor_018.xml │ ├── tumor_019.xml │ ├── tumor_020.xml │ ├── tumor_021.xml │ ├── tumor_022.xml │ ├── tumor_023.xml │ ├── tumor_024.xml │ ├── tumor_025.xml │ ├── tumor_026.xml │ ├── tumor_027.xml │ ├── tumor_028.xml │ ├── tumor_029.xml │ ├── tumor_030.xml │ ├── tumor_031.xml │ ├── tumor_032.xml │ ├── tumor_033.xml │ ├── tumor_034.xml │ ├── tumor_035.xml │ ├── tumor_036.xml │ ├── tumor_037.xml │ ├── tumor_038.xml │ ├── tumor_039.xml │ ├── tumor_040.xml │ ├── tumor_041.xml │ ├── tumor_042.xml │ ├── tumor_043.xml │ ├── tumor_044.xml │ ├── tumor_045.xml │ ├── tumor_046.xml │ ├── tumor_047.xml │ ├── tumor_048.xml │ ├── tumor_049.xml │ ├── tumor_050.xml │ ├── tumor_051.xml │ ├── tumor_052.xml │ ├── tumor_053.xml │ ├── tumor_054.xml │ ├── tumor_055.xml │ ├── tumor_056.xml │ ├── tumor_057.xml │ ├── tumor_058.xml │ ├── tumor_059.xml │ ├── tumor_060.xml │ ├── tumor_061.xml │ ├── tumor_062.xml │ ├── tumor_063.xml │ ├── tumor_064.xml │ ├── tumor_065.xml │ ├── tumor_066.xml │ ├── tumor_067.xml │ ├── tumor_068.xml │ ├── tumor_069.xml │ ├── tumor_070.xml │ ├── tumor_071.xml │ ├── tumor_072.xml │ ├── tumor_073.xml │ ├── tumor_074.xml │ ├── tumor_075.xml │ ├── tumor_076.xml │ ├── tumor_077.xml │ ├── tumor_078.xml │ ├── tumor_079.xml │ ├── tumor_080.xml │ ├── tumor_081.xml │ ├── tumor_082.xml │ ├── tumor_083.xml │ ├── tumor_084.xml │ ├── tumor_085.xml │ ├── tumor_086.xml │ ├── tumor_087.xml │ ├── tumor_088.xml │ ├── tumor_089.xml │ ├── tumor_090.xml │ ├── tumor_091.xml │ ├── tumor_092.xml │ ├── tumor_093.xml │ ├── tumor_094.xml │ ├── tumor_095.xml │ ├── tumor_096.xml │ ├── tumor_097.xml │ ├── tumor_098.xml │ ├── tumor_099.xml │ ├── tumor_100.xml │ ├── tumor_101.xml │ ├── tumor_102.xml │ ├── tumor_103.xml │ ├── tumor_104.xml │ ├── tumor_105.xml │ ├── tumor_106.xml │ ├── tumor_107.xml │ ├── tumor_108.xml │ ├── tumor_109.xml │ ├── tumor_110.xml │ └── tumor_111.xml │ ├── 17xmls │ ├── patient_004_node_4.xml │ ├── patient_009_node_1.xml │ ├── patient_010_node_4.xml │ ├── patient_012_node_0.xml │ ├── patient_015_node_1.xml │ ├── patient_015_node_2.xml │ ├── patient_016_node_1.xml │ ├── patient_017_node_1.xml │ ├── patient_017_node_2.xml │ ├── patient_017_node_4.xml │ ├── patient_020_node_2.xml │ ├── patient_020_node_4.xml │ ├── patient_021_node_3.xml │ ├── patient_022_node_4.xml │ ├── patient_024_node_1.xml │ ├── patient_024_node_2.xml │ ├── patient_034_node_3.xml │ ├── patient_036_node_3.xml │ ├── patient_038_node_2.xml │ ├── patient_039_node_1.xml │ ├── patient_040_node_2.xml │ ├── patient_041_node_0.xml │ ├── patient_042_node_3.xml │ ├── patient_044_node_4.xml │ ├── patient_045_node_1.xml │ ├── patient_046_node_3.xml │ ├── patient_046_node_4.xml │ ├── patient_048_node_1.xml │ ├── patient_051_node_2.xml │ ├── patient_052_node_1.xml │ ├── patient_060_node_3.xml │ ├── patient_061_node_4.xml │ ├── patient_062_node_2.xml │ ├── patient_064_node_0.xml │ ├── patient_066_node_2.xml │ ├── patient_067_node_4.xml │ ├── patient_068_node_1.xml │ ├── patient_072_node_0.xml │ ├── patient_073_node_1.xml │ ├── patient_075_node_4.xml │ ├── patient_080_node_1.xml │ ├── patient_081_node_4.xml │ ├── patient_086_node_0.xml │ ├── patient_086_node_4.xml │ ├── patient_087_node_0.xml │ ├── patient_088_node_1.xml │ ├── patient_089_node_3.xml │ ├── patient_092_node_1.xml │ ├── patient_096_node_0.xml │ └── patient_099_node_4.xml │ ├── neg16wsi.txt │ ├── pos16wsi.txt │ ├── test_wsi.txt │ ├── train_neg_wsi.txt │ ├── train_pos_1_wsi.txt │ ├── train_pos_2_wsi.txt │ ├── train_pos_3_wsi.txt │ └── train_stage_labels.csv ├── data_transforms.py ├── dataloaders.py ├── dataset.py ├── dla_bn.py ├── dla_up_bn.py ├── git_shows ├── formula.png ├── pipeline.png └── strategy.png ├── orders ├── Stage1_E_step_init_generate_pseudo_label.py ├── Stage1_E_step_round1_generate_pseudo_label.py ├── Stage1_E_step_round2_generate_pseudo_label.py ├── Stage1_E_step_round3_generate_pseudo_label_for_testdata.py ├── Stage1_M_step_init.py ├── Stage1_M_step_round1.py ├── Stage1_M_step_round2.py └── Stage1_M_step_round3.py ├── submission.csv ├── submit └── 0.9243 │ └── submission.csv ├── sync_batchnorm ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── batchnorm.cpython-36.pyc │ ├── comm.cpython-36.pyc │ └── replicate.cpython-36.pyc ├── batchnorm.py ├── comm.py ├── replicate.py └── unittest.py └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-36.pyc ├── utils.cpython-36.pyc └── visualizer.cpython-36.pyc ├── ext_transforms.py ├── loss.py ├── scheduler.py ├── utils.py └── visualizer.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JarveeLee/HybridSupervisionLearning_Pathology/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JarveeLee/HybridSupervisionLearning_Pathology/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JarveeLee/HybridSupervisionLearning_Pathology/HEAD/README.md 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