Zero-shot Thoracic Oncologic History Generation for Radiologists Using Retrieval-augmented Large Language Model Pipeline

A large language model pipeline automatically summarized oncologic histories with high efficiency, accuracy, and completeness; speed and performance varied depending on the model used (GPT-4o mini, o3-mini, GPT-5-mini [OpenAI]).