Graph neural networks for automatic extraction and labeling of the coronary artery tree in CT angiography.

Nils Hampe Sanne G M van Velzen Jelmer M WolterinkCarlos ColletJosé P S HenriquesNils PlankenIvana Išgum

Published in: Journal of medical imaging (Bellingham, Wash.) (2024)

The results demonstrate that our method enables fully automatic extraction and anatomical labeling of coronary artery trees from CCTA scans. Therefore, it has the potential to facilitate detailed automatic reporting of CAD.

Keyphrases

neural network
coronary artery
pulmonary artery
deep learning
coronary artery disease
computed tomography
machine learning
adverse drug
contrast enhanced