Hierarchical probabilistic 3D U-Net, with attention mechanisms (βππ΅π΅π¦π―π΅πͺπ°π― π-ππ¦π΅, ππππ¦π΄ππ¦π΅) and a nested decoder structure with deep supervision (βπππ¦π΅++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.
mri-images
computer-aided-detection
attention-mechanisms
prostate-cancer
computer-aided-diagnosis
seresnet
tensorflow-keras
unetplusplus
attention-unet
probabilistic-unet
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Updated
Feb 11, 2022 - Python