A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis

Gait speed is a powerful clinical marker for mobility impairment in patients suffering from neurological disorders. However, assessment of gait speed in coordination with delivery of comprehensive care is usually constrained to clinical environments and is often limited due to mounting demands on th...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: McGinnis, Ryan S., Mahadevan, Nikhil, Moon, Yaejin, Seagers, Kirsten, Sheth, Nirav, Wright, John A., DiCristofaro, Steven, Silva, Ikaro, Jortberg, Elise, Ceruolo, Melissa, Pindado, Jesus A., Sosnoff, Jacob, Ghaffari, Roozbeh, Patel, Shyamal
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5453431/
https://ncbi.nlm.nih.gov/pubmed/28570570
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0178366
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