Robust Denoising of Phonocardiogram Signals Using Time-Frequency Analysis and U-Nets

Cardiovascular diseases are the cause of many deaths worldwide every day. Automated cardiac auscultation is a promising diagnosis method; however, one of its main disadvantages is that it is prone to receiving too much noise during sound recording, which hinders diagnosis. In the available literatur...

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Bibliographic Details
Main Authors: Cristobal Gonzalez-Rodriguez, Miguel A. Alonso-Arevalo, Eloisa Garcia-Canseco
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10136709/