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 187 (0 this week)

Watchers 7 (0 this week)

Forks 40

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RepositoryStats indexes 565,600 repositories, of these BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification is ranked #183,441 (68th percentile) for total stargazers, and #265,501 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #32,398/111,362.

BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification is also tagged with popular topics, for these it's ranked: deep-learning (#3,584/8173), pytorch (#2,508/5824)

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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

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The only known language in this repository is Python

updated: 2024-09-27 @ 10:11am, id: 285727574 / R_kgDOEQfbVg