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The Effect of Signal Duration on the Classification of Heart Sounds: A Deep Learning Approach

Deep learning techniques are the future trend for designing heart sound classification methods, making conventional heart sound segmentation dispensable. However, despite using fixed signal duration for training, no study has assessed its effect on the final performance in detail. Therefore, this st...

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Detalles Bibliográficos
Autores principales: Bao, Xinqi, Xu, Yujia, Kamavuako, Ernest Nlandu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8951308/
https://www.ncbi.nlm.nih.gov/pubmed/35336432
http://dx.doi.org/10.3390/s22062261