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Pulse-Wave-Pattern Classification with a Convolutional Neural Network

Owing to the diversity of pulse-wave morphology, pulse-based diagnosis is difficult, especially pulse-wave-pattern classification (PWPC). A powerful method for PWPC is a convolutional neural network (CNN). It outperforms conventional methods in pattern classification due to extracting informative ab...

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Detalles Bibliográficos
Autores principales: Li, Gaoyang, Watanabe, Kazuhiro, Anzai, Hitomi, Song, Xiaorui, Qiao, Aike, Ohta, Makoto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6797811/
https://www.ncbi.nlm.nih.gov/pubmed/31624300
http://dx.doi.org/10.1038/s41598-019-51334-2