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

Rashed-Al-Mahfuz, M; Moni, M A; Lio’, P; Shariful Islam, S M; Berkovsky, S; Khushi, M; Quinn, J M W

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

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posted on 2021-05-01, 00:00 authored by M Rashed-Al-Mahfuz, M A Moni, P Lio’, S M Shariful Islam, S Berkovsky, M Khushi, J M W Quinn

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

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Journal

Biomedical engineering letters

Volume

11

Pagination

147 - 162

Publisher

Springer

Location

Heidelberg, Germany

Publisher DOI

https://doi.org/10.1007/s13534-021-00185-w

ISSN

2093-9868

eISSN

2093-985X

Language

eng

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C1 Refereed article in a scholarly journal

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Keywords

Science & Technology Technology Engineering, Biomedical Engineering ECG CNN VGG16 ECG beats classification SHAP value ECG frequencies FEATURE-EXTRACTION WAVELET TRANSFORM MORPHOLOGY Cardiology (incl. Cardiovascular Diseases)

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File(s) under permanent embargo

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

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