Arrhythmia classification algorithm based on multi-head self-attention mechanism

•ECG signal preprocessing method based on wavelet transform to reduce noise.•Linear projection layer is designed to acquire semantic features of ECG signal.•Novel position encoding is proposed to obtain time and voltage series information.•Novel arrhythmia classification algorithm based on multihead...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 79; p. 104206
Main Authors:	Wang, Yue, Yang, Guanci, Li, Shaobo, Li, Yang, He, Ling, Liu, Dan
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2023
Subjects:	Arrhythmia classification Attention mechanism Electrocardiogram (ECG) Feature extraction Attention mechanism Arrhythmia classification Feature extraction Electrocardiogram (ECG)
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
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