Almanac - Retrieval-Augmented Language Models for Clinical Medicine.
Mohamad ChahrourRohan ShadAkash ChaurasiaAlex R DalalJennifer L KimMichael MoorRobyn FongCurran PhillipsKevin M AlexanderEuan A AshleyJack H BoydKathleen BoydSara Leingang WileyCurtis P LanglotzRita LeeJoanna M P MeliaJoanna NelsonKarim SallamStacey TullisMelissa Ann VogelsongJohn Patrick CunninghamWilliam HiesingerPublished in: NEJM AI (2024)
Our results show the potential for LLMs with access to domain-specific corpora to be effective in clinical decision-making. The findings also underscore the importance of carefully testing LLMs before deployment to mitigate their shortcomings. (Funded by the National Institutes of Health, National Heart, Lung, and Blood Institute.).