Heartbeat classification method combining multi-branch convolutional neural networks and transformer
Summary: The detection and classification of arrhythmias are crucial steps in diagnosing cardiovascular diseases. However, current deep learning-based classification methods often fail to consider both the morpho-logical and temporal features of the electrocardiogram (ECG) simultaneously. Therefore,...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2024-03-01
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Series: | iScience |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2589004224005285 |