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

<https://repo.masters-masters.com/en/repos/BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification>

[Home](https://repo.masters-masters.com/en) › [BubblyYi](https://repo.masters-masters.com/en/owners/BubblyYi) › [Coronary-Artery-Tracking-via-3D-CNN-Classification](https://repo.masters-masters.com/en/repos/BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification)

BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification has 203 stars on GitHub. Its RepoMasters card: Prototype tier. The PyTorch re-implement of a 3D…

| Field | Value |
| --- | --- |
| Owner | [BubblyYi](https://repo.masters-masters.com/en/owners/BubblyYi) |
| Stars | 203 |
| Forks | 42 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2020 |
| Topics | 3d-cnn, 3d-classification, pytorch, coronary-artery, centerline-extraction, 3d-cnn-tracker, centerline, medical-image-processing, deep-learning, blood-vessel |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification](https://github.com/BubblyYi/Coronary-Artery-Tracking-via-3D-CNN-Classification) |

## Repository

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')

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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