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Deep Learning for Activity Recognition in Older People Using a Pocket-Worn Smartphone

Activity recognition can provide useful information about an older individual’s activity level and encourage older people to become more active to live longer in good health. This study aimed to develop an activity recognition algorithm for smartphone accelerometry data of older people. Deep learnin...

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Detalles Bibliográficos
Autores principales: Nan, Yashi, Lovell, Nigel H., Redmond, Stephen J., Wang, Kejia, Delbaere, Kim, van Schooten, Kimberley S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7765519/
https://www.ncbi.nlm.nih.gov/pubmed/33334028
http://dx.doi.org/10.3390/s20247195