Artificial Intelligence Learning Semantics via External Resources for Classifying Diagnosis Codes in Discharge Notes
Artificial Intelligence Learning Semantics via External Resources for Classifying Diagnosis Codes in Discharge Notes
Chin Lin
1, 2
, PhD ;
Chia-Jung Hsu
3
, BS ;
Yu-Sheng Lou
1
, BS ;
Shih-Jen Yeh
4
, PhD ;
Chia-Cheng Lee
3
* , MD ;
Sui-Lung Su
1
* , PhD ;
Hsiang-Cheng Chen
5
* , MD, PhD
1
School of Public Health, National Defense Medical Center, Taipei, Taiwan
2
Department of Research and Development, National Defense Medical Center, Taipei, Taiwan
3
Planning and Management Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
4
Da-Yeh University, Changhua, Taiwan
5
Division of Rheumatology/Immunology/Allergy, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
*these authors contributed equally
Corresponding Author:
-
Hsiang-Cheng Chen, MD, PhD
-
Division of Rheumatology/Immunology/Allergy, Department of Internal Medicine
-
Tri-Service General Hospital
-
National Defense Medical Center
-
No.161, Min-Chun E. Rd., Sec. 6, Neihu
-
Taipei, 114
-
Taiwan
-
Phone:
886 2-7927135
-
Email: hccheng@ndmctsgh.edu.tw