Detection of Valvular Heart Diseases From PCG Signals Using Machine and Deep Learning Models: A Review

Detection of Valvular Heart Diseases From PCG Signals Using Machine and Deep Learning Models: A Review

Artificial intelligence (AI) predictions are widely used to address challenges in the heart health sector, such as providing clinical decision support. Early detection of valvular heart disease (VHD) is effective in reducing critical cardiac problems and sudden death. This review proposes investigat...

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Bibliographic Details
Main Authors: Ayappasamy Kannan, Manob Jyoti Saikia, Sushant Kumar, Sumit Datta
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Accuracy
deep learning
neural network
machine learning
phonocardiogram
valvular heart diseases
Online Access:https://ieeexplore.ieee.org/document/11050418/
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