Published on in Vol 9, No 8 (2021): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23230, first published .
Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning

Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning

Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning

Pei-Fu Chen 1, 2, MD;  Ssu-Ming Wang 1, MSc;  Wei-Chih Liao 1, MSc;  Lu-Cheng Kuo 3, MD;  Kuan-Chih Chen 1, 4, MD, MSc;  Yu-Cheng Lin 5, 6, MD, PhD;  Chi-Yu Yang 7, 8, MD;  Chi-Hao Chiu 9, MS;  Shu-Chih Chang 10, MA;  Feipei Lai 1, 11, 12, PhD

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

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

3 Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei , TW

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

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

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

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

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

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

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

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

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

Corresponding Author:

  • Feipei Lai, PhD
  • Department of Computer Science and Information Engineering
  • National Taiwan University
  • No 1, Sec 4, Roosevelt Road
  • Taipei
  • TW
  • Phone: 886 0911126526
  • Email: flai@ntu.edu.tw