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

Internet

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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