Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/75556, first published .
Automated Esophageal Cancer Staging From Free-Text Radiology Reports: Large Language Model Evaluation Study

Automated Esophageal Cancer Staging From Free-Text Radiology Reports: Large Language Model Evaluation Study

Automated Esophageal Cancer Staging From Free-Text Radiology Reports: Large Language Model Evaluation Study

Yao Yao   1 * , MEng ;   Xingxing Cen   1 * , PhD ;   Lu Gan   2 , MS ;   Jiehui Jiang   3 , PhD ;   Min Wang   3 , PhD ;   Yinghui Xu   4 , PhD ;   Junyi Yuan   1 , PhD

1 Information Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China

2 Department of Healthcare, INF Technology, Shanghai, China

3 School of Life Sciences, Shanghai University, Shanghai, China

4 Artificial Intelligence Innovation and Incubation Institute of Fudan University, Fudan University, Shanghai, China

*these authors contributed equally

Corresponding Author:

  • Junyi Yuan, PhD
  • Information Center, Shanghai Chest Hospital
  • Shanghai Jiao Tong University School of Medicine
  • No 241, West Huaihai Road
  • Shanghai 200030
  • China
  • Phone: 86 22200000
  • Email: yuanjunyi_yjy@163.com