Machine Learning Models for Frailty Classification of Older Adults in Northern Thailand: Model Development and Validation Study
Our findings showed that our models have the potential to be utilized as a screening tool using simple, accessible demographic and explainable clinical variables in Thai community-dwelling older persons to identify individuals with frailty who require early intervention to become physically robust.
Authors
- Wachiranun Sirikul (ORCID: https://orcid.org/0000-0002-9183-4582)
- Amornphat Kitro (ORCID: https://orcid.org/0000-0003-4435-8090)
- Penprapa Siviroj (ORCID: https://orcid.org/0000-0003-4781-4119)
- Natthanaphop Isaradech (ORCID: https://orcid.org/0000-0001-5883-2035)
- Nida Buawangpong (ORCID: https://orcid.org/0000-0001-9735-2587)
Institutions
- Chiang Mai University (TH)
Publication Details
- Journal
- JMIR Aging
- Published
- 2025-04-02
- DOI
- https://doi.org/10.2196/62942
- Citations
- 3
- Primary Topic
- Frailty in Older Adults
- Type
- article
- Field-Weighted Citation Impact
- 3.67