MedRep: medical concept representations for general electronic health record foundation models
MedRep improves EHR foundation model performance, interpretability, and generalizability, serving as a standard baseline representation for EHR foundation models adopting OMOP CDM.
Authors
- Junmo Kim (ORCID: https://orcid.org/0000-0002-3908-0488)
- Namkyeong Lee (ORCID: https://orcid.org/0000-0003-3995-1148)
- Jiwon Kim
- Kwangsoo Kim
Institutions
- Seoul National University (KR)
- Korea Advanced Institute of Science and Technology (KR)
- New Generation University College (ET)
- Seoul National University Hospital (KR)
Publication Details
- Journal
- Journal of the American Medical Informatics Association
- Published
- 2026-02-25
- DOI
- https://doi.org/10.1093/jamia/ocag032
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00