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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')

Owner
BubblyYi (personal account)
Stars
Stars: 203
Forks
Forks: 42
Language
Python
License
MIT
Created
2020
Topics
3d-cnn3d-classificationpytorchcoronary-arterycenterline-extraction3d-cnn-trackercenterlinemedical-image-processingdeep-learningblood-vessel
Tier
Prototype (100 to 249 ★) What this tier means
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