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
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Chinese PLA General Hospital
-
28 Fuxing Road
-
Beijing, 100853
-
China
-
Phone:
86 13911232619
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Email: kunlunhe@plagh.org