A novel diagnosis method combined dual-channel SE-ResNet with expert features for inter-patient heartbeat classification

Author:

Liu Jinlei,Liu Yunqing,Jin Yanrui,Li Zhiyuan,Qin Chengjin,Chen Xiaojun,Zhao Liqun,Liu Chengliang

Publisher

Elsevier BV

Reference59 articles.

1. Heart disease and stroke statistics—2019 update: a report from the American Heart Association;Benjamin;Circulation,2019

2. A proof-of-concept study: simple and effective detection of P and T waves in arrhythmic ECG signals;Elgendi;Bioeng-Basel,2016

3. A review of arrhythmia detection based on electrocardiogram with artificial intelligence;Liu;Expert Rev Med Devices,2022

4. Automatic classification of heartbeats using ECG morphology and heartbeat interval features;de Chazal;IEEE Trans Biomed Eng,2004

5. ECG beat classification using evidential K-nearest neighbours;Faziludeen;Procedia Comput Sci,2016

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