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Heart sound classification based on improved mel-frequency spectral coefficients and deep residual learning

Heart sound classification plays a critical role in the early diagnosis of cardiovascular diseases. Although there have been many advances in heart sound classification in the last few years, most of them are still based on conventional segmented features and shallow structure-based classifiers. The...

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Detalles Bibliográficos
Autores principales: Li, Feng, Zhang, Zheng, Wang , Lingling, Liu, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814508/
https://www.ncbi.nlm.nih.gov/pubmed/36620204
http://dx.doi.org/10.3389/fphys.2022.1084420