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Explainable Fall Risk Prediction in Older Adults Using Gait and Geriatric Assessments

Older adults aged 65 and above are at higher risk of falls. Predicting fall risk early can provide caregivers time to provide interventions, which could reduce the risk, potentially avoiding a possible fall. In this paper, we present an analysis of 6-month fall risk prediction in older adults using...

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Principais autores: Anup Kumar Mishra, Marjorie Skubic, Laurel A. Despins, Mihail Popescu, James Keller, Marilyn Rantz, Carmen Abbott, Moein Enayati, Shradha Shalini, Steve Miller
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-05-01
Serier:Frontiers in Digital Health
Fag:
fall risk
older adults
explainable AI
geriatric assessments
gait
GAITRite
Online adgang:https://www.frontiersin.org/articles/10.3389/fdgth.2022.869812/full
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