Projects per year
Personal profile
Education
- 2016.07 Ph.D., Department of Information Management, National Taiwan University, Taiwan
- 2007.06 M.S., Department of Information Management, Chang Jung Christian University, Taiwan
- 2005.06 B.S., Department of Information Management, Leader University, Taiwan
Experience
- 2025.03- Director, Graduate Institute of Data Science, Taipei Medical University
- 2023.08- Deputy Director TMU Research Center for AI in Medicine. Ph.D., National Taiwan University
- 2023.08- Professor, Graduate Institute of Data Science, Taipei Medical University
- 2023.08- Professor, International Ph.D. Program in Biotech and Healthcare Management, Taipei Medical University
- 2023.08- Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2020.08-2025.02 Vice Dean, Data Science, Taipei Medical University
- 2020.08-2023.08 Associate Professor, Graduate Institute of Data Science, Taipei Medical University
- 2020.08-2023.08 Associate Professor, , International Ph.D. Program in Biotech and Healthcare Management, Taipei Medical University
- 2020.08-2023.08 Associate Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2020.07-2020.08 Assistant Professor, International Ph.D. Program in Biotech and Healthcare Management, Taipei Medical University
- 2019.08-2020.08 Assistant Professor, Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2017.08-2020.07 Assistant Professor, Graduate Institute of Data Science, Taipei Medical University
- 2017.01-2017.07 Academia Sinica Postdoctoral Fellowship, Institute of Information Science, Academia Sinica, Taiwan
- 2016.08-2016.12 Postdoctoral Research Fellow, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan
Research Interests
- Natural Language Processing
- Large Language Models
- Artificial Intelligence for EHR
- Business Intelligence
- Bioinformatics
Awards
- TMU 師鐸獎 (2024)
- Future Tech Awards (2023)
- Best Paper Award in NCS 2023 (2023)
- TMU Annual Teacher Teaching Performance Award (2023)
- 2021 Top 2 of JISE ANNUAL BEST REVIEWER AWARD TMU Annual Teacher Teaching Performance Award (2020)
- 2016 Academia Sinica Postdoctoral Fellowship (acceptance rate: 6/181 = 3.31%)
- 2016 ACLCLP Doctoral Dissertation Award
- 2016 Bronze medal 5x5 Shogi in TCGA 2016 computer game tournaments
- 2015 ACLCLP Student Travel Grant for ACL-IJCNLP, Taiwan
- 2015 Bronze medal 5x5 Shogi in TAAI 2015 computer game tournaments
- 2014 Bronze medal 5x5 Shogi in TAAI 2014 computer game tournaments
- 2014 Merit Paper Award in the international track of TAAI
- 2013 FAOS Outstanding Students Conference Travel Grant
- 2013 Merit Paper Award in the domestic track of TAAI
- 2006 Best Paper Award of the Computer Society of the Republic of China
- 2005 Best Paper Award of the 2005 National Computer Symposium
- 2004 Best Final Project Award of the Department of Information Management Leader University, Taiwan
Related Link
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Exploring the Impact of Major Social Events on Personality Traits and Mental Health Using Pre-Trained Language Models
Chang, Y.-C. (PI)
8/1/25 → 7/31/26
Project: A - Government Institution › b - National Science and Technology Council
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Ai-Driven Emergency Processes and Decision Making: Application of Natural Language Processing from Medical Interactions to Clinical Narratives
Chang, Y.-C. (PI)
8/1/25 → 7/31/26
Project: A - Government Institution › b - National Science and Technology Council
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發展超擬真中風病人及復健臨床技能之自學系統
Chang, Y.-C. (PI)
1/1/25 → 12/31/25
Project: B - Project of TMU › i - Other (Funded by TMU)
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AIDE：運用生成式AI及大型語言模型優化急診就醫治療流程
Chang, Y.-C. (PI)
1/1/25 → 12/31/25
Project: B - Project of TMU › h - Higher Education Sprout Project
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「113年運動科學支援競技運動計畫」「基於姿態感知的多模態深度學習策略於AI賦能網球技術提升之計畫」
Chang, Y.-C. (PI)
8/1/24 → 7/31/25
Project: A - Government Institution › d - Ministry of Education
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Comparative Analysis of Large Language Models and Machine Learning Approaches for the Detection of Dengue Fever Information from ProMED-Mail Platform
Lin, K. S., Tsai, F. J., Kuo, N. W. & Chang, Y. C., 2026, Advances and Trends in Artificial Intelligence. Theory and Applications - 38th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2025, Proceedings. Fujita, H., Watanobe, Y., Ali, M. & Wang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 176-187 12 p. (Lecture Notes in Computer Science; vol. 15707 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Machine learning-based prediction of delirium in older patients with chronic kidney disease requiring intensive care: A hospital-based retrospective cohort study
Wu, C. R., Chang, Y. C., Tranyor, V., Shen Hsiao, S. T., Guo, S. L., Lin, S. C., Hou, S. K. & Chiu, H. Y., Jan 2026, In: Journal of Psychosomatic Research. 200, 112454.Research output: Contribution to journal › Article › peer-review
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A vision transformer-convolutional neural network framework for decision-transparent dual-energy X-ray absorptiometry recommendations using chest low-dose CT
Kuo, D. P., Chen, Y. C., Cheng, S. J., Hsieh, K. L. C., Li, Y. T., Kuo, P. C., Chang, Y. C. & Chen, C. Y., Jul 2025, In: International Journal of Medical Informatics. 199, 105901.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Early Detection of Lung Cancer Using a Convolutional Neural Network Integrating Multidimensional Clinical Information
Chien, C. H., Chang, S. C., Muhtar, M. S., Gao, X. W., Chang, Y. C. & Li, Y. C., Aug 7 2025, In: Studies in Health Technology and Informatics. 329, p. 548-552 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Automated De-identification of Pathology Text Notes Using Pre-trained Language Models
Huang, Y. Z., Peng, T. C., Lin, H. Y., Sy, E. & Chang, Y. C., Jan 2025, Large Language Models for Automatic Deidentification of Electronic Health Record Notes - International Workshop, IW-DMRN 2024, Revised Selected Papers. Jonnagaddala, J., Dai, H.-J. & Chen, C.-T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 17-29 13 p. (Communications in Computer and Information Science; vol. 2148).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Datasets
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Sample Data of PPT Movie Review
Chang, Y.-C. (Contributor), Harvard Dataverse, 2019
DOI: 10.7910/dvn/dslax5, https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/DSLAX5
Dataset