Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods

Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods

Abstract Cardiovascular diseases (CVD) have been found to be prevalent in society, frequently ending in death. According to the findings of a recent survey, the mortality rate is increasing due to the prevalence of adult cigarette consumption, elevated blood pressure, high cholesterol levels, and ob...

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Bibliographic Details
Main Authors: Asmaa Ameen, Ibrahim Eldesouky Fattoh, Tarek Abd El-Hafeez, Kareem Ahmed
Format: Article
Language:English
Published: SpringerOpen 2024-11-01
Series:Journal of Big Data
Subjects:
Cardiovascular diseases
PCG signals
ECG signals
Deep learning
Machine learning
Phonocardiogram
Online Access:https://doi.org/10.1186/s40537-024-01011-7
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https://doi.org/10.1186/s40537-024-01011-7

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