Time-Frequency distributions of heart sound signals: A Comparative study using convolutional neural networks

Time-Frequency Distributions (TFDs) support the heart sound characterisation and classification in early cardiac screening. However, despite the frequent use of TFDs in signal analysis, no comprehensive study has been conducted to compare their performances in deep learning for automatic diagnosis....

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Bibliographic Details
Main Authors: Xinqi Bao, Yujia Xu, Hak-Keung Lam, Mohamed Trabelsi, Ines Chihi, Lilia Sidhom, Ernest N. Kamavuako
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Biomedical Engineering Advances
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667099223000233