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Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/106250, first published .
Doctor examining hip X-ray next to laptop

Large Language Model–Assisted Radiology Report Quality Assurance: Real-World Multicenter Evaluation

Large Language Model–Assisted Radiology Report Quality Assurance: Real-World Multicenter Evaluation

Lujing Wang   1 * , MD ;   Yushuang Zhang   2 * , MM ;   Liang Peng   3 , PhD ;   Pei Liu   1 , MM ;   Li Wang   1 , MM ;   Yu Cui   2 , MM ;   Yixin Chen   1 , MM ;   Xingyu Li   1 , MM ;   Yitian Tao   4 , PhD ;   Xiuxian Gong   1 , MM ;   Xiaoying Zhao   1 , MD ;   Yujiao Song   1 , MD ;   Jian Chen   5 , MD ;   Shihua Zhao   6 , MD ;   Fuying Wang   7 , PhD ;   Jian Ma   2 * , MM ;   Xinxiang Zhao   1 * , MD

1 Department of Radiology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China

2 Department of Radiology, The Sixth Affiliated Hospital of Kunming Medical University, Yuxi, Yunnan, China

3 School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China

4 School of Biomedical Engineering, ShanghaiTech University, Shanghai, China

5 Department of Radiology, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom

6 Department of Radiology, National Center for Cardiovascular Diseases, Fuwai Hospital, Beijing, China

7 Department of Radiology, Stanford Center for Artificial Intelligence in Medicine and Imaging, Stanford University, Stanford, CA, United States

*these authors contributed equally

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