Large Language Models for Ankle Fracture Classification and Management Prediction from Routine Clinical Documentation: A Single-Center Exploratory Study.
Ankle fractures are among the most common injuries in trauma surgery and require accurate classification, consistent documentation, and individualized management. Large language models (LLMs) offer the potential to translate unstructured clinical text reports into structured, management-related information, yet their r...