BubblyYi / Coronary-Artery-Tracking-via-3D-CNN-Classification

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classiﬁer')

Date Created 2020-08-07 (4 years ago)

Commits 23 (last one 3 years ago)

Stargazers 191 (0 this week)

Watchers 7 (0 this week)

Forks 40

License mit

Ranking

RepositoryStats indexes 598,732 repositories, of these BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification is ranked #187,786 (69th percentile) for total stargazers, and #272,205 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #33,617/120,199.

BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification is also tagged with popular topics, for these it's ranked: deep-learning (#3,640/8543), pytorch (#2,551/6032)

Other Information

BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification has Github issues enabled, there are 13 open issues and 8 closed issues.

All Topics

3d-cnn vessel pytorch centerline blood-vessel deep-learning 3d-cnn-tracker coronary-artery 3d-classification centerline-detection centerline-extraction medical-image-processing

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 (master) since jan '22

No recent commits to this repository

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2024-12-20 @ 06:30am, id: 285727574 / R_kgDOEQfbVg