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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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Principais autores: Turki Nasser Alnasser, Lojain Abdulaal, Ahmed Maiter, Michael Sharkey, Krit Dwivedi, Mahan Salehi, Pankaj Garg, Andrew James Swift, Samer Alabed
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2024-01-01
coleção:Frontiers in Cardiovascular Medicine
Assuntos:
artificial intelligence
machine learning
deep learning
cardiac CT
segmentation
quality
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fcvm.2024.1323461/full
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