The Use of the Multi-Scale Discrete Wavelet Transform and Deep Neural Networks on ECGs for the Diagnosis of 8 Cardio-Vascular Diseases

The Use of the Multi-Scale Discrete Wavelet Transform and Deep Neural Networks on ECGs for the Diagnosis of 8 Cardio-Vascular Diseases

Cardiovascular diseases (CVD) continues to be the leading cause of death worldwide, with over 17 million deaths each year. In 2015, approximately 422 million people suffered from cardiovascular disease (CVD). Reading and analyzing electrocardiograms (ECGs) can be time consuming, and the development...

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Bibliographic Details
Main Authors: Mhamed-Amine Soumiaa, Sara Elhabbari, Mohamed Mansouri
Format: Article
Language:English
Published: Brno University of Technology 2022-12-01
Series:Mendel
Subjects:
Electrocardiogram
ECG
Cardiology
Deep learning
Artificial Neural Networks
Classification
Online Access:https://mendel-journal.org/index.php/mendel/article/view/200

Internet

https://mendel-journal.org/index.php/mendel/article/view/200

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