Steven Campbell

The beginning of the end for manual chart review: LLM-mediated database construction

Manual clinical data abstraction is the reference standard for research databases but is labor-intensive, costly, and susceptible to human error. We evaluated the accuracy of a locally deployed open-source large language model (LLM) framework for automated extraction of structure...