An explainable attention-based TCN heartbeats classification model for arrhythmia detection

Author:

Zhao YuxuanORCID,Ren Jiadong,Zhang Bing,Wu Jinxiao,Lyu Yongqiang

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference34 articles.

1. A deep convolutional neural network model to classify heartbeats;Acharya;Comput. Biol. Med.,2017

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

3. How to read an ekg (electrocardiograph) http://www.todayifoundout.com/index.php/2011/10/how-to-read-an-ekg-electrocardiograph/ [EB/OL].

4. A cascaded classifier for multi-lead ECG based on feature fusion;Chen;Comput. Methods Programs Biomed.,2019

5. A classification method of arrhythmia based on adaboost algorithm;Zhang,2020

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