Segmentation of Anatomical Structures of the Left Heart from Echocardiographic Images Using Deep Learning

Segmentation of Anatomical Structures of the Left Heart from Echocardiographic Images Using Deep Learning

Knowledge about the anatomical structures of the left heart, specifically the atrium (LA) and ventricle (i.e., endocardium—Vendo—and epicardium—LVepi) is essential for the evaluation of cardiac functionality. Manual segmentation of cardiac structures from echocardiography is the baseline reference,...

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Bibliographic Details
Main Authors: MHD Jafar Mortada, Selene Tomassini, Haidar Anbar, Micaela Morettini, Laura Burattini, Agnese Sbrollini
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Diagnostics
Subjects:
left heart segmentation
echocardiography
YOLOv7
deep learning
convolutional neural networks
U-Net
Online Access:https://www.mdpi.com/2075-4418/13/10/1683

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