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
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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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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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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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「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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Alignment-free bacterial pathogen identification using vision transformer and image augmentation techniques in high-resolution microscopy
Lee, M. H., Tsai, Y. T., Huang, T. Y., Liew, D. J., Candia, I. & Chang, Y. C., Feb 2026, In: Biomedical Signal Processing and Control. 112, 108401.Research output: Contribution to journal › Article › peer-review
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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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Evaluation of the performance of an artificial intelligence model in recognizing the habitual mixed language in Taiwan for generating periodontal charting text reports
Lo, Y. J., Chang, Y. C., Chen, C. H., Wang, H. P., Wang, H. C., Ohiro, Y. & Fang, C. Y., Jan 2026, In: Journal of Dental Sciences. 21, 1, p. 494-500 7 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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
3 Citations (Scopus)
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