Phonocardiogram Signal Based Multi-Class Cardiac Diagnostic Decision Support System

Phonocardiogram Signal Based Multi-Class Cardiac Diagnostic Decision Support System

A Phonocardiogram (PCG) signal represents murmurs and sounds signals made by vibrations caused for the period of a cardiac cycle. Acoustic wave generated through the beat of the cardiac cycle propagates through the chest wall. It can be easily recorded by a low-cost small handheld digital device cal...

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Bibliographic Details
Main Authors: Shamik Tiwari, Anurag Jain, Akhilesh Kumar Sharma, Khaled Mohamad Almustafa
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Cardiovascular disease
convolutional neural network
decision support system deep learning
multi-class classification
phonocardiogram signal
Online Access:https://ieeexplore.ieee.org/document/9508967/

Internet

https://ieeexplore.ieee.org/document/9508967/

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