A scalable framework for benchmark embedding models in semantic health-care tasks

Shelly Soffer, Mahmud Omar, Moran Gendler, Benjamin S Glicksberg, Patricia Kovatch, Orly Efros, Robert Freeman, Alexander W Charney, Girish N Nadkarni, Eyal Klang

Open source

DOI: 10.1093/jamia/ocaf149
Published: 2025-09-22
Container: Journal of the American Medical Informatics Association
Publisher: Oxford University Press (OUP)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1093/jamia/ocaf149,
  title = {A scalable framework for benchmark embedding models in semantic health-care tasks},
  author = {Shelly Soffer and Mahmud Omar and Moran Gendler and Benjamin S Glicksberg and Patricia Kovatch and Orly Efros and Robert Freeman and Alexander W Charney and Girish N Nadkarni and Eyal Klang},
  year = {2025},
  journal = {Journal of the American Medical Informatics Association},
  doi = {10.1093/jamia/ocaf149},
  url = {https://doi.org/10.1093/jamia/ocaf149}
}

RIS

TY  - JOUR
TI  - A scalable framework for benchmark embedding models in semantic health-care tasks
AU  - Shelly Soffer
AU  - Mahmud Omar
AU  - Moran Gendler
AU  - Benjamin S Glicksberg
AU  - Patricia Kovatch
AU  - Orly Efros
AU  - Robert Freeman
AU  - Alexander W Charney
AU  - Girish N Nadkarni
AU  - Eyal Klang
PY  - 2025
JO  - Journal of the American Medical Informatics Association
DO  - 10.1093/jamia/ocaf149
UR  - https://doi.org/10.1093/jamia/ocaf149
ER  -

APA

Soffer, S., Omar, M., Gendler, M., Glicksberg, B. S., Kovatch, P., Efros, O., Freeman, R., Charney, A. W., Nadkarni, G. N., & Klang, E. (2025). A scalable framework for benchmark embedding models in semantic health-care tasks. Journal of the American Medical Informatics Association. https://doi.org/10.1093/jamia/ocaf149

Source records

crossref · retrieved 2026-09-25T13:13:26.586Z