Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention

Three-dimensional late gadolinium enhanced (LGE) cardiac MR (CMR) of left atrial scar in patients with atrial fibrillation (AF) has recently emerged as a promising technique to stratify patients, to guide ablation therapy and to predict treatment success. This requires a segmentation of the high int...

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Veröffentlicht in:	Future generation computer systems 2020-06, Vol.107, p.215-228
Hauptverfasser:	Yang, Guang, Chen, Jun, Gao, Zhifan, Li, Shuo, Ni, Hao, Angelini, Elsa, Wong, Tom, Mohiaddin, Raad, Nyktari, Eva, Wage, Ricardo, Xu, Lei, Zhang, Yanping, Du, Xiuquan, Zhang, Heye, Firmin, David, Keegan, Jennifer
Format:	Artikel
Sprache:	eng
Schlagworte:	Atrial fibrillation Attention model Deep learning Deep learning interpretation of biomedical data Late gadolinium enhancement Medical image segmentation
Online-Zugang:	Volltext
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