An electrocardiogram signal classification using a hybrid machine learning and deep learning approach

An electrocardiogram signal classification using a hybrid machine learning and deep learning approach

An electrocardiogram (ECG) is a diagnostic tool that captures the electrical activity of the heart. Any irregularity in the heart's electrical system is referred to as an arrhythmia, which can be identified through the analysis of ECG signals. Timely diagnosis of cardiac arrhythmias is crucial...

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Bibliographic Details
Main Authors: Faramarz Zabihi, Fatemeh Safara, Behrouz Ahadzadeh
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Healthcare Analytics
Subjects:
Cardiac arrhythmia detection
Deep learning
Residual neural network
Electrocardiogram signal
Random forest
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442524000686
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