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Robust optimization of convolutional neural networks with a uniform experiment design method: a case of phonocardiogram testing in patients with heart diseases

BACKGROUND: Heart sound measurement is crucial for analyzing and diagnosing patients with heart diseases. This study employed phonocardiogram signals as the input signal for heart disease analysis due to the accessibility of the respective method. This study referenced preprocessing techniques propo...

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Detalles Bibliográficos
Autores principales:	Ho, Wen-Hsien, Huang, Tian-Hsiang, Yang, Po-Yuan, Chou, Jyh-Horng, Qu, Jin-Yi, Chang, Po-Chih, Chou, Fu-I., Tsai, Jinn-Tsong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8576886/ https://www.ncbi.nlm.nih.gov/pubmed/34749632 http://dx.doi.org/10.1186/s12859-021-04032-8

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