Optimizing Large Language Models for Automated Protocoling of Abdominal and Pelvic CT Scans: The Power of Context

For protocoling abdominal and pelvic CT scans, the large language model GPT-4o (version 2024-08-06; Open AI) selected optimal protocols more frequently than radiologists when optimized with prompting; fine-tuning did not further improve performance.