Deep Learning for Cardiac Image Segmentation: A Review

Deep learning has become the most widely used approach for cardiac image segmentation in recent years. In this paper, we provide a review of over 100 cardiac image segmentation papers using deep learning, which covers common imaging modalities including magnetic resonance imaging (MRI), computed tom...

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Detalhes bibliográficos
Main Authors: Chen Chen, Chen Qin, Huaqi Qiu, Giacomo Tarroni, Jinming Duan, Wenjia Bai, Daniel Rueckert
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020-03-01
Colecção:Frontiers in Cardiovascular Medicine
Assuntos:
artificial intelligence
deep learning
neural networks
cardiac image segmentation
cardiac image analysis
MRI
Acesso em linha:https://www.frontiersin.org/article/10.3389/fcvm.2020.00025/full
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