Ryan C. Ungaro

Cutting chart-review time and improving database accuracy in inflammatory bowel disease with human-in-the-loop large language models

Abstract Background Manual abstraction of electronic health records into research databases is a major bottleneck in clinical research, limiting scalability and introducing error. This challenge is particularly acute in inflammatory bowel disease surveillance, where clinically re...