Combining machine learning models and rule engines in clinical decision systems: Exploring optimal aggregation methods for vaccine hesitancy prediction
Implementing such an aggregation method preserves the accuracy and capture rates of a clinical decision system, while potentially improving acceptance among healthcare providers.
Authors
- J. Kucharski (ORCID: https://orcid.org/0000-0002-8704-1950)
- Slawomir Kierner
- Piotr Kierner
Institutions
- Lodz University of Technology (PL)
- Sinclair Community College (US)
- Massachusetts Institute of Technology (US)
Publication Details
- Journal
- Computers in Biology and Medicine
- Published
- 2025-02-20
- DOI
- https://doi.org/10.1016/j.compbiomed.2025.109749
- Citations
- 5
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 12.40