AI-based prediction of SPPB scores using questionnaires of abilities: findings from the national health and aging trends study
The proposed AI methods enable prediction of SPPB component scores, supporting indirect functional assessment when SPPB testing is not feasible. These tools can help reduce unnecessary clinical burden and cost by guiding SPPB administration decisions.
Authors
- Hyun Sik Kim
- Jung Woo Lee (ORCID: https://orcid.org/0000-0003-2700-0601)
Institutions
- Yonsei University (KR)
- Chuncheon National Hospital (KR)
Publication Details
- Journal
- BMC Medical Informatics and Decision Making
- Published
- 2025-11-27
- DOI
- https://doi.org/10.1186/s12911-025-03263-6
- Primary Topic
- Blood properties and coagulation
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Ministry of SMEs and Startups
- Office of Behavioral and Social Sciences Research