Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions

journal contribution

posted on 2024-06-04, 12:38 authored by M Rashed-Al-Mahfuz, MA Moni, P Lio’, Shariful Islam, S Berkovsky, M Khushi, JMW Quinn

Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions

History

Journal

Biomedical Engineering Letters

Volume

11

Pagination

147-162

Location

Germany

ISSN

2093-9868

eISSN

2093-985X

Language

English

Publication classification

C1 Refereed article in a scholarly journal

Issue

2

Publisher

SPRINGERNATURE

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Categories

Cardiology (incl. cardiovascular diseases)

Keywords

Science & Technology Technology Engineering, Biomedical Engineering ECG CNN VGG16 ECG beats classification SHAP value ECG frequencies FEATURE-EXTRACTION WAVELET TRANSFORM MORPHOLOGY 3201 Cardiovascular medicine and haematology

Licence

All Rights Reserved

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