Automatic Detection for Multi-Labeled Cardiac Arrhythmia Based on Frame Blocking Preprocessing and Residual Networks

Frontiers in Cardiovascular Medicine

Zicong Li¹  Henggui Zhang² 

[1] Biological Physics Group, Department of Physics and Astronomy, The University of Manchester, Manchester, United Kingdom;Biological Physics Group, Department of Physics and Astronomy, The University of Manchester, Manchester, United Kingdom;Peng Cheng Laboratory, Shenzhen, China;Key Laboratory of Medical Electrophysiology of Ministry of Education and Medical Electrophysiological Key Laboratory of Sichuan Province, Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China;

关键词: electrocardiogram;    cardiac arrhythmia;    residual neural network;    attention-based bidirectional;    long short-term memory;    frame blocking;    auto-detection algorithm;   

DOI  :  10.3389/fcvm.2021.616585

来源: Frontiers

【 授权许可】

CC BY