Balance and fall-risk assessment in older adults using wearable plantar pressure and semi-supervised learning

Falls are a major public health concern among older adults, leading to disability, reduced independence, and high healthcare costs. Conventional balance assessments such as the Berg Balance Scale are limited by subjectivity, time requirements, and dependence on trained evaluators, creating barriers...

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Autors principals:	Jianlin Ou, Fangting Chen, Chengqiang Liao, Zhen Song, Lu Liu, Xiubao Song, Wei Bi, Liangliang Wang, Lin Shu, Zhuoming Chen
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2026-01-01
Col·lecció:	Frontiers in Bioengineering and Biotechnology
Matèries:	balance assessment elderly adults fall risk intelligent shoe plantar pressure semi-supervised learning
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fbioe.2025.1703500/full
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