Automated Coronary Arteries Labeling Via Geometric Deep Learning

no code implementations • 1 Dec 2022 • Yadan Li, Mohammad Ali Armin, Simon Denman, David Ahmedt-Aristizabal

Automatic labelling of anatomical structures, such as coronary arteries, is critical for diagnosis, yet existing (non-deep learning) methods are limited by a reliance on prior topological knowledge of the expected tree-like structures.

graph construction