Published on in Vol 10, No 6 (2022): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/37557, first published .
Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches

Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches

Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches

Pei-Fu Chen 1, 2*, MD;  Kuan-Chih Chen 2, 3*, MD, MSc;  Wei-Chih Liao 2, MSc;  Feipei Lai 2, 4, 5, PhD;  Tai-Liang He 4, BSc;  Sheng-Che Lin 4, BSc;  Wei-Jen Chen 2, BSc;  Chi-Yu Yang 6, 7, MD;  Yu-Cheng Lin 8, 9, MD, PhD;  I-Chang Tsai 10, PhD;  Chi-Hao Chiu 11, MS;  Shu-Chih Chang 12, MA;  Fang-Ming Hung 13, 14, MD

1 Department of Anesthesiology, Far Eastern Memorial Hospital , New Taipei City , TW

2 Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University , Taipei , TW

3 Department of Internal Medicine, Far Eastern Memorial Hospital , New Taipei City , TW

4 Department of Computer Science and Information Engineering, National Taiwan University , Taipei , TW

5 Department of Electrical Engineering, National Taiwan University , Taipei , TW

6 Department of Information Technology, Far Eastern Memorial Hospital , New Taipei City , TW

7 Section of Cardiovascular Medicine, Cardiovascular Center, Far Eastern Memorial Hospital , New Taipei City , TW

8 Department of Healthcare Administration, Oriental Institute of Technology , New Taipei City , TW

9 Department of Pediatrics, Far Eastern Memorial Hospital , New Taipei City , TW

10 Artificial Intelligence Center, Far Eastern Memorial Hospital , New Taipei City , TW

11 Section of Health Insurance, Department of Medical Affairs, Far Eastern Memorial Hospital , New Taipei City , TW

12 Medical Records Department, Far Eastern Memorial Hospital , New Taipei City , TW

13 Department of Medical Affairs, Far Eastern Memorial Hospital , New Taipei City , TW

14 Department of Surgical Intensive Care Unit, Far Eastern Memorial Hospital , New Taipei City , TW

*these authors contributed equally

Corresponding Author:

  • Fang-Ming Hung, MD
  • Department of Medical Affairs
  • Far Eastern Memorial Hospital
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