Early Detection of Cognitive Impairment Using Social Determinants of Health
Our study demonstrates the feasibility of using readily available SDOH data for early detection of cognitive impairment. The model provides a balance between predictive performance and explainability. Future work should predict change in cognitive scores since cognitive scores are influenced by social determinants of health.
Authors
- Yu Leng (ORCID: https://orcid.org/0000-0002-7039-4127)
- Deborah Blacker
- Ana‐Maria Vranceanu
- M. Maria Glymour
- Yignan He
- Sudeshna Das
- Christine S Ritchie
Institutions
- Boston University (US)
- Massachusetts General Hospital (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70857_107667
- Primary Topic
- Health, Environment, Cognitive Aging
- Type
- article
- Field-Weighted Citation Impact
- 0.00