A Large Language Model Assistant for Summarizing Hepatology Referral Documents
The use of an LLM led to significantly reduced document length, maintained an appropriate level of accuracy, and led to a significant decrease in clinician time to review the patient record. Future steps involve creating a fully automated workflow that is integrated into the electronic health record for widespread use.
Authors
- Anubhav Shankar (ORCID: https://orcid.org/0000-0003-2497-8794)
- Hersh Shroff (ORCID: https://orcid.org/0000-0001-7694-3898)
- Lindsay Yoxheimer
- Oren K. Fix
- Alison Baron
Institutions
- University of North Carolina at Chapel Hill (US)
Publication Details
- Journal
- The American Journal of Gastroenterology
- Published
- 2026-01-08
- DOI
- https://doi.org/10.14309/ajg.0000000000003905
- Primary Topic
- Healthcare Systems and Technology
- Type
- article
- Field-Weighted Citation Impact
- 0.00