CN-X2RG

Generating Chinese Radiology Reports from X-ray Images: A Public Dataset and An X-ray-to-Reports Generation Method(MICCAI 2023 Workshops: Care-AI 2023)

Overview of the proposed framework.

Illustration of the Chinese(Right)(The proposed dataset) and English(Left) reports.

The blue box indicates that the original report is in English, and the red indicates that the original report is in Chinese. Using ChatGPT as a translation tool.

CN-RadGrap

Sample report annotated according to the CN-RadGraph schema (upper) and the associated knowledge graph (lower).

Citations

If you use or extend our work, please cite our paper.

@inproceedings{tang2023generating,
  title={Generating Chinese Radiology Reports from X-Ray Images: A Public Dataset and an X-ray-to-Reports Generation Method},
  author={Tang, Wen and Pei, Chenhao and Yu, Pengxin and Zhang, Huan and Min, Xiangde and Chen, Cancan and Kang, Han and Xu, Weixin and Zhang, Rongguo},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={79--88},
  year={2023},
  organization={Springer}
}