├── GAN date augmentation ├── .idea │ ├── CT-GAN-master.iml │ ├── inspectionProfiles │ │ └── profiles_settings.xml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── 1A_build_injector_trainset.py ├── 1B_build_remover_trainset.py ├── 2A_train_injector.py ├── 2B_train_remover.py ├── 3A_inject_evidence.py ├── 3B_remove evidence.py ├── GAN_acc_curve.jpg ├── GAN_loss_curve.jpg ├── GUI.py ├── README.md ├── __pycache__ │ └── config.cpython-36.pyc ├── config.py ├── procedures │ ├── __pycache__ │ │ ├── attack_pipeline.cpython-36.pyc │ │ ├── datasetBuilder.cpython-36.pyc │ │ └── trainer.cpython-36.pyc │ ├── attack_pipeline.py │ ├── datasetBuilder.py │ └── trainer.py ├── tamper.py └── utils │ ├── __pycache__ │ ├── dataloader.cpython-36.pyc │ ├── dicom_utils.cpython-36.pyc │ ├── equalizer.cpython-36.pyc │ └── utils.cpython-36.pyc │ ├── dataloader.py │ ├── dicom_utils.py │ ├── equalizer.py │ ├── ref_scan.dcm │ └── utils.py ├── LICENSE ├── README.md ├── Reduce false positive ├── .idea │ ├── FN.iml │ ├── inspectionProfiles │ │ └── profiles_settings.xml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── README.md ├── __pycache__ │ ├── layers.cpython-36.pyc │ ├── model.cpython-36.pyc │ ├── settings.cpython-36.pyc │ └── utils.cpython-36.pyc ├── layers.py ├── main.py ├── model.py ├── plot_roc.py ├── settings.py └── utils.py ├── Results ├── 3DCNN_acc.jpg ├── GAN_loss_curve.jpg ├── GAN_results.png ├── Roc.png ├── Unet_loss.jpg ├── Unet_results.png ├── Unet_results2.png └── readme.md └── U-net segmentation ├── .idea ├── inspectionProfiles │ └── Project_Default.xml ├── misc.xml ├── modules.xml ├── nodule_detection-master.iml └── workspace.xml ├── Data_Augmentation.py ├── Dicom_2_Png.py ├── Get_mask.py ├── Image_resize.py ├── Model_Prediction.py ├── Train_Unet.py ├── Unet_pretrain_model.zip ├── __pycache__ ├── .idea │ ├── __pycache__.iml │ ├── inspectionProfiles │ │ └── profiles_settings.xml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── NN_train.cpython-36.pyc ├── NN_train.cpython-37.pyc ├── OptimizeModel.cpython-36.pyc └── OptimizeModel.cpython-37.pyc ├── data └── Test_images │ ├── test1.png │ ├── test10.png │ ├── test11.png │ ├── test12.png │ ├── test13.png │ ├── test14.png │ ├── test15.png │ ├── test16no.png │ ├── test17.png │ ├── test18.png │ ├── test19no.png │ ├── test2.png │ ├── test20.png │ ├── test21.png │ ├── test22.png │ ├── test23no.png │ ├── test24.png │ ├── test25.png │ ├── test26.png │ ├── test27.png │ ├── test3.png │ ├── test4.png │ ├── test5.png │ ├── test6.png │ ├── test7.png │ ├── test8.png │ └── test9.png └── plt_test.py /GAN date augmentation/.idea/CT-GAN-master.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liuzwin98/Pulmonary-Nodule-Detection-Based-on-Deep-Learning/HEAD/GAN date augmentation/.idea/CT-GAN-master.iml -------------------------------------------------------------------------------- /GAN date 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