Does SurgeryLLM incorporate domain-specific knowledge from surgical guidelines when presented with patient-specific data?
The SurgeryLLM framework successfully incorporates guideline-based information, representing a substantial step toward enabling greater surgeon efficiency and improving patient safety.
SurgeryLLM, a large language model framework using Retrieval Augmented Generation demonstrably incorporated domain-specific knowledge from current evidence-based surgical guidelines when presented with patient-specific data. The successful incorporation of guideline-based information represents a substantial step toward enabling greater surgeon efficiency, improving patient safety, and optimizing surgical outcomes.
Ong et al. (2024) studied this question.