Automatic Classification Method of Arrhythmias Based on 12-Lead Electrocardiogram

Automatic Classification Method of Arrhythmias Based on 12-Lead Electrocardiogram

Cardiovascular disease is one of the main causes of death worldwide. Arrhythmias are an important group of cardiovascular diseases. The standard 12-lead electrocardiogram signals are an important tool for diagnosing arrhythmias. Although 12-lead electrocardiogram signals provide more comprehensive a...

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Bibliographic Details
Main Authors: Ji, Z. (Author), Yang, X. (Author)
Format: Article
Language:English
Published: MDPI 2023
Subjects:
12-lead electrocardiogram
Arrhythmia
arrhythmias
attention mechanism
Attention mechanisms
automatic classification
Automatic classification
Cardiology
Cardiovascular disease
Causes of death
Classification (of information)
Classification methods
Deep neural networks
Diseases
Electrocardiogram signal
Electrocardiograms
Frequency domain analysis
multimodal features
Multimodal features
One-dimensional
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