Ensemble learning of myocardial displacements for myocardial infarction detection in echocardiography

Ensemble learning of myocardial displacements for myocardial infarction detection in echocardiography

BackgroundEarly detection and localization of myocardial infarction (MI) can reduce the severity of cardiac damage through timely treatment interventions. In recent years, deep learning techniques have shown promise for detecting MI in echocardiographic images. Existing attempts typically formulate...

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Bibliographic Details
Main Authors: Tuan Nguyen, Phi Nguyen, Dai Tran, Hung Pham, Quang Nguyen, Thanh Le, Hanh Van, Bach Do, Phuong Tran, Vinh Le, Thuy Nguyen, Long Tran, Hieu Pham
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
echocardiography
image segmentation
deep learning
machine learning
myocardial infarction
motion estimation
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1185172/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2023.1185172/full

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