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

Frontiers in Cardiovascular Medicine

Hui-Ling Lee¹  Yi-Ting Hwang²  Cheng-Hui Lu³  Po-Cheng Chang³  Hao-Tien Liu³  Fen-Chiung Lin³  Hung-Ta Wo³  Ming-Shien Wen⁴  Chung-Chuan Chou⁴ 

[1] Department of Anesthesia, Chang Gung Memorial Hospital, Taipei, Taiwan;Department of Statistics, National Taipei University, Taipei, Taiwan;Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou, Taiwan;Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou, Taiwan;Chang Gung University College of Medicine, Taoyuan, Taiwan;

关键词: atrial fibrillation;    deep convolutional neural network;    radiofrequency ablation;    speckle tracking longitudinal strain;    recurrence;   

DOI  :  10.3389/fcvm.2020.605642

来源: Frontiers

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