Comparison of a Specialized Large Language Model with GPT-4o for CT and MRI Radiology Report Summarization

作者：Sunyi Zheng, Nannan Zhao, Jing Wang, Tao Yu, Dongsheng Yue, Wenjia Zhang, Shuxuan Fan, Xiaolei Wang, Guilin Tang, Yuxuan Sun, Hongwei Wang, Liu Shui, Jiaxin Liu, Keyi Bian, Yuwei Zhang, Geertruida H. de Bock, Matthijs Oudkerk, Xiaonan Cui, Rozemarijn Vliegenthart, Zhaoxiang Ye · 发表于：Radiology · 年份：2025 · DOI：10.1148/radiol.243774 · 被引用次数：14 · 研究领域：Topic Modeling、Radiomics and Machine Learning in Medical Imaging、Biomedical Text Mining and Ontologies

A specialized large language model (LLM) for report summarization had better performance than GPT-4o (OpenAI), a general-purpose LLM, in generating CT and MRI radiology report summaries.