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Classifying Heart-Sound Signals Based on CNN Trained on MelSpectrum and Log-MelSpectrum Features

The intelligent classification of heart-sound signals can assist clinicians in the rapid diagnosis of cardiovascular diseases. Mel-frequency cepstral coefficients (MelSpectrums) and log Mel-frequency cepstral coefficients (Log-MelSpectrums) based on a short-time Fourier transform (STFT) can represen...

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Detalles Bibliográficos
Autores principales:	Chen, Wei, Zhou, Zixuan, Bao, Junze, Wang, Chengniu, Chen, Hanqing, Xu, Chen, Xie, Gangcai, Shen, Hongmin, Wu, Huiqun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10294824/ https://www.ncbi.nlm.nih.gov/pubmed/37370576 http://dx.doi.org/10.3390/bioengineering10060645

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