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 3 years ago)

Stargazers 40 (0 this week)

Watchers 6 (0 this week)

Forks 7

License unknown

This repository has been archived on Github

Ranking

RepositoryStats indexes 597,394 repositories, of these DIAGNijmegen/prostateMR_3D-CAD-csPCa is ranked #521,793 (13th percentile) for total stargazers, and #301,014 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #101,931/119,856.

Other Information

DIAGNijmegen/prostateMR_3D-CAD-csPCa has Github issues enabled, there are 2 open issues and 0 closed issues.

All Topics

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

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

0 commits on the default branch (main) since jan '22

No recent commits to this repository

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2024-11-25 @ 03:53am, id: 331014346 / R_kgDOE7rgyg