A lightweight hybrid deep learning system for cardiac valvular disease classification

Abstract Cardiovascular diseases (CVDs) are a prominent cause of death globally. The introduction of medical big data and Artificial Intelligence (AI) technology encouraged the effort to develop and deploy deep learning models for distinguishing heart sound abnormalities. These systems employ phonoc...

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Bibliographic Details
Main Authors: Yazan Al-Issa, Ali Mohammad Alqudah
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-18293-7