Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/63020, first published .
Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text

Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text

Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text

Yan Zhuang   1 * , PhD ;   Junyan Zhang   1 * , ME ;   Xiuxing Li   2 , PhD ;   Chao Liu   3 , PhD ;   Yue Yu   3 , BS ;   Wei Dong   4 , PhD ;   Kunlun He   1 , PhD

1 Medical Big Data Research Center, Chinese PLA General Hospital, Beijing, China

2 School of Computer Science & Technology, Beijing Institute of Technology, Beijing, China

3 Digital Health China Technologies Co Ltd, Beijing, China

4 Senior Department of Cardiology, The Sixth Medical Center of PLA General Hospital, Beijing, China

*these authors contributed equally

Corresponding Author:

  • Kunlun He, PhD
  • Medical Big Data Research Center
  • Chinese PLA General Hospital
  • 28 Fuxing Road
  • Beijing, 100853
  • China
  • Phone: 86 13911232619
  • Email: kunlunhe@plagh.org