Comparison of a Specialized Large Language Model with GPT-4o for CT and MRI Radiology Report Summarization
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
Abstract
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.
Topics & Concepts
MedicineAutomatic summarizationRadiologyMedical physicsNatural language processingComputer scienceTopic ModelingRadiomics and Machine Learning in Medical ImagingBiomedical Text Mining and Ontologies