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...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Declan Duggan, Andriy Temko, Volodymyr Sarana, Andreea Factor, Emanuel Popovici
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2025-01-01
Edice:	IEEE Access
Témata:	Cardiovascular diseases deep learning denoiser denoising with context digital stethoscope fully convolutional network heart sound denoising
On-line přístup:	https://ieeexplore.ieee.org/document/10981720/
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!