A deep learning-based automated algorithm for labeling coronary arteries in computed tomography angiography images

A deep learning-based automated algorithm for labeling coronary arteries in computed tomography angiography images

Abstract Objective Using two three-dimensional U-Net architectures for myocardium structure extraction and a distance transformation algorithm specifically for the left circumflex artery, we have designed a fully automated algorithm for coronary artery labeling in coronary computed tomography angiog...

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Bibliographic Details
Main Authors: Pengling Ren, Yi He, Ning Guo, Nan Luo, Fang Li, Zhenchang Wang, Zhenghan Yang
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Coronary artery
Segments
Automatic labeling
Computed tomography angiography
Deep learning
Online Access:https://doi.org/10.1186/s12911-023-02332-y

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