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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...

Celý popis

Uloženo v:
Hlavní autoři: Anup Kumar Mishra, Marjorie Skubic, Laurel A. Despins, Mihail Popescu, James Keller, Marilyn Rantz, Carmen Abbott, Moein Enayati, Shradha Shalini, Steve Miller
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2022-05-01
Edice:Frontiers in Digital Health
Témata:
fall risk
older adults
explainable AI
geriatric assessments
gait
GAITRite
On-line přístup:https://www.frontiersin.org/articles/10.3389/fdgth.2022.869812/full
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