Multidimensional balance assessment and machine learning gait stability prediction in elderly women
). The validated balance assessment scale and machine learning-based prediction models demonstrate significant potential for identifying elderly women at risk for gait instability in community exercise programs and clinical settings.
Authors
- Yanling Zhou (ORCID: https://orcid.org/0000-0001-9768-9999)
- Jiliang Shi
Institutions
- Guilin University of Aerospace Technology (CN)
- Puer University (CN)
- Guilin University of Electronic Technology (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-05-11
- DOI
- https://doi.org/10.1038/s41598-026-52352-7
- Primary Topic
- Balance, Gait, and Falls Prevention
- Type
- article
- Field-Weighted Citation Impact
- 0.00