├── 00_Interpretability ├── README.md ├── densenet.py ├── images │ ├── image1.png │ ├── image1_cam.png │ ├── image1_grad_cam0.png │ ├── image1_grad_cam1.png │ ├── image1_grad_cam2.png │ ├── image1_grad_cam3.png │ ├── image2.png │ ├── image2_cam.png │ ├── image2_grad_cam0.png │ ├── image2_grad_cam1.png │ ├── image2_grad_cam2.png │ └── image2_grad_cam3.png ├── model.pth └── test.py ├── 01_WeaklySupervised ├── README.md └── images │ ├── 0.input.png │ ├── 1.result_fs.png │ ├── 2.result_partial.png │ ├── 3.result_loose.png │ ├── 4.result_size595.png │ ├── 5.result_presizeupper.png │ ├── 6.result_presize.png │ ├── 7.result_3dsize.png │ ├── 8.result_3dsizerandom.png │ ├── Figure_box.png │ ├── Figure_centroid.png │ ├── Figure_ep.png │ ├── Figure_framework.png │ ├── Figure_fs.png │ ├── Figure_rand.png │ ├── erosion-val.png │ ├── gt.png │ ├── image2_cam.png │ ├── image2_cam_p.png │ ├── image2_grad_cam3.png │ ├── image2_grad_cam3_p.png │ ├── patient006_01_0_6.png │ ├── probs.png │ ├── regiongrowth.png │ └── result_crf.png ├── 02_TransferLearning ├── README.md └── images │ ├── V0001.jpg │ ├── V0001_500.jpg │ ├── V0001_GT.bmp │ ├── g0001.jpg │ └── iteration9300 │ └── V0001.bmp ├── 03_ActiveLearning └── README.md ├── 04_DomainKnowledge └── README.md ├── 05_ConventionalMethod └── README.md ├── 06_AttentionMechanism └── README.md ├── MedicalImages ├── README.md └── images │ ├── EAD2019.jpg │ ├── ISIC2019.jpg │ ├── KITS2019-3d.png │ ├── KITS2019.png │ ├── PET-gray.png │ ├── PET-jet.png │ ├── acdc-hist.jpeg │ ├── acdc-mr0.png │ ├── chestxray8.png │ ├── mdb001.png │ ├── medicalimagefileformat.png │ ├── mura.png │ ├── oct.jpeg │ ├── prostate.png │ ├── retina.jpg │ └── ultrasound.png ├── README.md └── chart.jpg /00_Interpretability/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PengyiZhang/MIADeepSSL/HEAD/00_Interpretability/README.md 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