Denoising of Heart Sounds Using Lightweight FCNs and Spectrograms With and Without Context

Cardiac auscultation using a digital stethoscope is an important method for diagnosis of cardiovascular diseases (CVDs). However, heart sound recordings are often contaminated with adventitious noise, especially in crowded, noisy settings such as resource-constrained hospitals. This noise can confou...

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Bibliografske podrobnosti

Principais autores:	Declan Duggan, Andriy Temko, Volodymyr Sarana, Andreea Factor, Emanuel Popovici
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2025-01-01
Serija:	IEEE Access
Teme:	Cardiovascular diseases deep learning denoiser denoising with context digital stethoscope fully convolutional network heart sound denoising
Online dostop:	https://ieeexplore.ieee.org/document/10981720/
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