A Novel Approach for Predicting Atrial Fibrillation Recurrence After Ablation Using Deep Convolutional Neural Networks by Assessing Left Atrial Curved M-Mode Speckle-Tracking Images

Aims: Curved M-mode images of global strain (GS) and strain rate (GSR) provide sufficiently detailed spatiotemporal information of deformation mechanics. This study investigated whether a deep convolutional neural network (CNN) could accurately classify these images in patients with atrial fibrillat...

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Detalles Bibliográficos
Autores principales: Hwang, Yi-Ting, Lee, Hui-Ling, Lu, Cheng-Hui, Chang, Po-Cheng, Wo, Hung-Ta, Liu, Hao-Tien, Wen, Ming-Shien, Lin, Fen-Chiung, Chou, Chung-Chuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862331/
https://www.ncbi.nlm.nih.gov/pubmed/33553257
http://dx.doi.org/10.3389/fcvm.2020.605642

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