This paper is in the following e-collection/theme issue:

Ontologies, Classifications, and Coding (239) Artificial Intelligence (1371) Clinical Informatics (1022) Natural Language Processing (692)

Published on in Vol 7, No 3 (2019): Jul-Sep

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/14499, first published .
Projection Word Embedding Model With Hybrid Sampling Training for Classifying ICD-10-CM Codes: Longitudinal Observational Study

Projection Word Embedding Model With Hybrid Sampling Training for Classifying ICD-10-CM Codes: Longitudinal Observational Study

Projection Word Embedding Model With Hybrid Sampling Training for Classifying ICD-10-CM Codes: Longitudinal Observational Study

Authors of this article:

Chin Lin1, 2 Author Orcid Image ;   Yu-Sheng Lou1, 2 Author Orcid Image ;   Dung-Jang Tsai1, 2 Author Orcid Image ;   Chia-Cheng Lee3 Author Orcid Image ;   Chia-Jung Hsu3 Author Orcid Image ;   Ding-Chung Wu4 Author Orcid Image ;   Mei-Chuen Wang4 Author Orcid Image ;   Wen-Hui Fang5 Author Orcid Image
Article Authors Cited by (6) Tweetations (4) Metrics

Chin Lin   1, 2 , PhD ;   Yu-Sheng Lou   1, 2 , MS ;   Dung-Jang Tsai   1, 2 , MS ;   Chia-Cheng Lee   3 , MD ;   Chia-Jung Hsu   3 , MS ;   Ding-Chung Wu   4 , MS ;   Mei-Chuen Wang   4 , MS ;   Wen-Hui Fang   5 , MD

1 Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan

2 Division of Biostatistics and Medical Informatics, Department of Epidemiology, School of Public Health, National Defense Medical Center, Taipei, Taiwan

3 Planning and Management Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan

4 Department of Medical Record, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan

5 Department of Family and Community Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan

Corresponding Author:

  • Wen-Hui Fang, MD
  • Department of Family and Community Medicine
  • Tri-Service General Hospital
  • National Defense Medical Center
  • No. 325, Section 2, Chenggong Road, Neihu District
  • Taipei, 11490
  • Taiwan
  • Phone: 886 02-87923100 ext 18448
  • Email: rumaf.fang@gmail.com