Echocardiographic video-driven multi-task learning model for coronary artery disease diagnosis and severity grading

Echocardiographic video-driven multi-task learning model for coronary artery disease diagnosis and severity grading

IntroductionEchocardiography is a first-line noninvasive test for diagnosing coronary artery disease (CAD), but it depends on time-consuming visual assessments by experts.MethodsThis study constructed an echocardiographic video-driven multi-task learning model, denoted Intelligent echo for CAD (IE-C...

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Bibliographic Details
Main Authors: Ying Guo, Yu-Han Cai, Tao Xu, Xin-Yang Song, Hong-Xia Guo, Min Dong, Dong Ni, Hui Li, Fang Wang, Wu-Feng Xue
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
coronary artery disease
stenosis
echocardiography
deep learning
strain
myocardial work
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2025.1556748/full
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https://www.frontiersin.org/articles/10.3389/fbioe.2025.1556748/full

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