Activity Recognition in Individuals Walking With Assistive Devices: The Benefits of Device-Specific Models

BACKGROUND: Wearable sensors gather data that machine-learning models can convert into an identification of physical activities, a clinically relevant outcome measure. However, when individuals with disabilities upgrade to a new walking assistive device, their gait patterns can change, which could a...

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Detalles Bibliográficos
Autores principales: Lonini, Luca, Gupta, Aakash, Deems-Dluhy, Susan, Hoppe-Ludwig, Shenan, Kording, Konrad, Jayaraman, Arun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2017
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5571233/
https://www.ncbi.nlm.nih.gov/pubmed/28798008
http://dx.doi.org/10.2196/rehab.7317

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5571233/
https://www.ncbi.nlm.nih.gov/pubmed/28798008
http://dx.doi.org/10.2196/rehab.7317

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