RELEAP: reinforcement-enhanced label-efficient active phenotyping for electronic health records
Reinforcement-enhanced label-efficient optimizes phenotype correction through downstream feedback, offering a scalable, label-efficient paradigm that reduces manual chart review and enhances the reliability of EHR-based risk prediction.
Authors
- Doudou Zhou (ORCID: https://orcid.org/0000-0002-0830-2287)
- 弘道 新井川
- Bibhas Ranjan Chakraborty
- Kathryn I. Pollak
- Molei Liu
- Yang Yang
Institutions
- National University of Singapore (SG)
- Duke University (US)
- Peking University (CN)
- Prevention Institute (US)
- Peking University International Hospital (CN)
- Beijing International Studies University (CN)
Publication Details
- Journal
- JAMIA Open
- Published
- 2026-01-06
- DOI
- https://doi.org/10.1093/jamiaopen/ooag019
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00