DIAGNijmegen / prostateMR_3D-CAD-csPCa

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.

Date Created 2021-01-19 (3 years ago)

Commits 186 (last one 2 years ago)

Stargazers 39 (0 this week)

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All Topics

seresnet mri-images unetplusplus attention-unet prostate-cancer tensorflow-keras probabilistic-unet attention-mechanisms computer-aided-detection computer-aided-diagnosis

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updated: 2024-05-02 @ 08:44am, id: 331014346 / R_kgDOE7rgyg