A U-Shaped Network Based on Multi-level Feature and Dual-Attention Coordination Mechanism for Coronary Artery Segmentation of CCTA Images.

Peng HongYong DuDongming ChenChengbao PengBenqiang YangLisheng Xu

Published in: Cardiovascular engineering and technology (2023)

Our method can capture the coronary artery structure end-to-end, which can be used as a fundamental means for automatic detection of coronary artery stenosis, blood flow reserve fraction analysis, and assisting clinicians in diagnosing CHD.

Keyphrases

coronary artery
deep learning
blood flow
pulmonary artery
convolutional neural network
machine learning
working memory
palliative care
pulmonary hypertension
pulmonary arterial hypertension