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Using a Stacked Autoencoder for Mobility and Fall Risk Assessment via Time–Frequency Representations of the Timed Up and Go Test

Fall risk assessment is very important for the graying societies of developed countries. A major contributor to the fall risk of the elderly is mobility impairment. Timely detection of the fall risk can facilitate early intervention to avoid preventable falls. However, continuous fall risk monitorin...

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Detalles Bibliográficos
Autores principales: Chen, Shih-Hai, Lee, Chia-Hsuan, Jiang, Bernard C., Sun, Tien-Lung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8194707/
https://www.ncbi.nlm.nih.gov/pubmed/34122139
http://dx.doi.org/10.3389/fphys.2021.668350