Advancements in cardiac structures segmentation: a comprehensive systematic review of deep learning in CT imaging

BackgroundSegmentation of cardiac structures is an important step in evaluation of the heart on imaging. There has been growing interest in how artificial intelligence (AI) methods—particularly deep learning (DL)—can be used to automate this process. Existing AI approaches to cardiac segmentation ha...

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Bibliographic Details

Published in:	Frontiers in Cardiovascular Medicine
Main Authors:	Turki Nasser Alnasser, Lojain Abdulaal, Ahmed Maiter, Michael Sharkey, Krit Dwivedi, Mahan Salehi, Pankaj Garg, Andrew James Swift, Samer Alabed
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-01-01
Subjects:	artificial intelligence machine learning deep learning cardiac CT segmentation quality
Online Access:	https://www.frontiersin.org/articles/10.3389/fcvm.2024.1323461/full