├── .gitignore ├── LICENSE ├── README.md ├── SETTINGS.json ├── predict ├── 01_preprocess.py ├── 02_determine_sex.py ├── 03_roi_probmaps.py ├── 04_preds_and_features.py ├── 05_cancer_pred_meta_ens.py ├── configs.py ├── models │ ├── bbox │ │ ├── m02a.py │ │ └── m04a.py │ ├── cancer │ │ ├── resnet2d09d.py │ │ ├── resnet2d09e.py │ │ └── resnet2d09f.py │ ├── nodule │ │ ├── m05a.py │ │ ├── m09a.py │ │ └── m10a.py │ └── sexdet │ │ └── sd01a.py ├── models_server.py └── start-docker-redis.sh └── train ├── 01_preprocess.py ├── 02_create_volumes_sex_determination.py ├── 03_create_annotations.py ├── 04_create_patches_cancer_pred_anno.py ├── 05_create_patches_nodule_detect.py ├── 06_create_patches_bbox.py ├── 07_cancer_pred_meta_cv.py ├── 08_cancer_pred_meta_cv_full.py ├── cancer_pred_anno ├── helper │ ├── __init__.py │ ├── preprocessing_2d.py │ └── preprocessing_3d.py ├── resnet2d09d.py ├── resnet2d09e.py └── resnet2d09f.py ├── nodule_bbox ├── m02a.py └── m04a.py ├── nodule_detect ├── helper │ ├── __init__.py │ ├── preprocessing_2d.py │ └── preprocessing_3d.py ├── m05a.py ├── m09a.py └── m10a.py └── sex_det ├── helper ├── __init__.py ├── preprocessing_2d.py └── preprocessing_3d.py └── sd01a.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdai/kaggle-lung-cancer/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdai/kaggle-lung-cancer/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mdai/kaggle-lung-cancer/HEAD/README.md -------------------------------------------------------------------------------- /SETTINGS.json: 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