├── .DS_Store ├── README.md ├── clip ├── .DS_Store ├── __init__.py ├── bpe_simple_vocab_16e6.txt.gz ├── clip.py ├── model.py ├── model_zoo.py └── simple_tokenizer.py ├── configs └── wsi │ ├── .ipynb_checkpoints │ ├── fix_pth-checkpoint.yaml │ ├── fix_pth_ft-checkpoint.yaml │ └── train_encoder-checkpoint.yaml │ ├── fix_pth.yaml │ ├── fix_pth_cam.yaml │ ├── fix_pth_ft.yaml │ └── train_encoder.yaml ├── data ├── .DS_Store ├── CAMELYON16 │ ├── CAM16_data_test.csv │ ├── CAM16_data_train.csv │ ├── CAM16_labels_test.csv │ └── CAM16_labels_train.csv └── TCGA-lung-patch_report │ ├── .DS_Store │ ├── LUAD_LUSC_data_desc_reid.csv │ ├── LUAD_LUSC_data_desc_reid_delval.csv │ ├── LUAD_LUSC_data_train_reid.csv │ ├── LUAD_LUSC_data_val_reid.csv │ ├── LUAD_LUSC_labels_desc_reid.csv │ ├── LUAD_LUSC_labels_reid.csv │ ├── LUAD_LUSC_labels_train_reid.csv │ └── LUAD_LUSC_labels_val_reid.csv ├── datasets ├── .ipynb_checkpoints │ └── build-checkpoint.py ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── blending.cpython-37.pyc │ ├── blending.cpython-38.pyc │ ├── build.cpython-37.pyc │ ├── build.cpython-38.pyc │ ├── pipeline.cpython-37.pyc │ ├── pipeline.cpython-38.pyc │ ├── rand_augment.cpython-37.pyc │ └── rand_augment.cpython-38.pyc ├── build.py └── pipeline.py ├── download.py ├── gpt_preprocess ├── .ipynb_checkpoints │ └── gpt_deal_wsi-checkpoint.ipynb ├── LUAD_report.csv ├── LUAD_report_answer_v7_471.xlsx ├── LUSC_report.csv ├── LUSC_report_answer_v1_468.xlsx ├── TCGA_Reports.csv ├── gpt_deal_wsi.ipynb └── luad_tcga_pub_clinical_data.tsv ├── main.py ├── models ├── .DS_Store ├── .ipynb_checkpoints │ ├── mit-checkpoint.py │ ├── patch_fusion-checkpoint.py │ └── xclip-checkpoint.py ├── FiVE.py ├── MedCLIPModel.py ├── __pycache__ │ ├── MedCLIPModel.cpython-38.pyc │ ├── cct.cpython-37.pyc │ ├── cct.cpython-38.pyc │ ├── gradient_reversal.cpython-38.pyc │ ├── group_vit.cpython-38.pyc │ ├── llama.cpython-38.pyc │ ├── 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