Predicting Future Risk of Dementia Using Machine Learning and Longitudinal Electronic Health Records
We developed multiple machine learning models to predict the risk of dementia using EHR data from a large hospital system. Our findings highlight the potential of EHRs for early dementia diagnosis. These results should be validated further in additional hospital systems.
Authors
- Biqi Wang (ORCID: https://orcid.org/0000-0001-9062-5677)
- Zehao Ye (ORCID: https://orcid.org/0009-0007-9159-8640)
- Honghuang Lin
- Amelia Zai
Institutions
- University of Massachusetts Chan Medical School (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70856_103360
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00