Evaluating Large Language Models for Automated Reporting and Data Systems Categorization: Cross-Sectional Study

Qingxia Wu   ^{1 *} , MD ;   Qingxia Wu   ^{2, 3 *} , PhD ;   Huali Li   ⁴ , MM ;   Yan Wang   ¹ , MM ;   Yan Bai   ¹ , MD ;   Yaping Wu   ¹ , PhD ;   Xuan Yu   ¹ , PhD ;   Xiaodong Li   ¹ , MM ;   Pei Dong   ^{2, 3} , PhD ;   Jon Xue   ⁵ , PhD ;   Dinggang Shen   ^{5, 6} , PhD ;   Meiyun Wang   ^{1, 7} , MD

¹ Department of Medical Imaging, Henan Provincial People’s Hospital & People’s Hospital of Zhengzhou University, Zhengzhou, China

² Research Intelligence Department, Beijing United Imaging Research Institute of Intelligent Imaging, Beijing, China

³ Research and Collaboration, United Imaging Intelligence (Beijing) Co, Ltd, Beijing, China

⁴ Department of Radiology, Luoyang Central Hospital, Luoyang, China

⁵ Research and Collaboration, Shanghai United Imaging Intelligence Co, Ltd, Shanghai, China

⁶ School of Biomedical Engineering, Shanghai Tech University, Shanghai, China

⁷ Biomedical Research Institute, Henan Academy of Sciences, Zhengzhou, China

*these authors contributed equally