Graduate Institute of Data Science

Phone+886-2-6638-2736#1105
Email[email protected]
Websitehttp://bigdata2.tmu.edu.tw/index.php

Postal addressShow on map

Organisation profile

Reflecting the development trends of big-data industries worldwide, this graduate institute emphasizes integrated training in innovative information applications, advanced technologies, data analysis and decision planning. The faculty combines practical experience in information management with expertise in data analysis, operational management, and big-data industries. Through exchanges with internationally renowned universities, this institute aims to join the ranks of the world’s first-class big-data graduate institutes.

Yung-Chun Chang
- changyctmu.edutw
- Graduate Institute of Data Science - Professor
- Professional Master Program in Artificial Intelligence in Medicine - Joint-Appointment Professor
- International Ph.D. Program in Biotech and Healthcare Management - Joint-Appointment Professor
- Interdisciplinary Undergraduate Program in Intelligent Healthcare - Joint-Appointment Professor
- Ph.D. Program in Global Health and Health Security - Joint-Appointment Professor
- TMU Research Center of Artificial Intelligence in Medicine and Health - Member
- TMU Research Center of Biomedical Devices - Member
Person: Researcher
20062026
Jin-Hua Chen
- jh_chentmu.edutw
- Graduate Institute of Data Science - Professor
- Master Program in Applied Epidemiology - Joint-Appointment Professor
- International Ph.D. Program in Biotech and Healthcare Management - Joint-Appointment Professor
- Interdisciplinary Undergraduate Program in Intelligent Healthcare - Joint-Appointment Professor
- TMU Research Center of Thoracic Medicine - member
Person: Researcher
20042026
Jason C. Hsu
- jasonhsutmu.edutw
- International Ph.D. Program in Biotech and Healthcare Management - Professor
- Graduate Institute of Data Science - Joint-Appointment Professor
- TMU Research Center of Artificial Intelligence in Medicine and Health - Member
Person: Researcher
20132026

8 Active
94 Finished

以知識導向大型語言模型輔助之特徵交互作用建模進行眼科疾病奈米粒子治療設計及其實驗驗證
Nguyen, P. A. (PI)
8/1/26 → 7/31/27
Project: A - Government Institution › b - National Science and Technology Council
人工智慧驅動下的急診流程與決策：從醫病互動到臨床敘事的自然語言處理應用(3/3)
Chang, Y.-C. (PI)
8/1/26 → 7/31/27
Project: A - Government Institution › b - National Science and Technology Council
應用預訓練語言模型探索重大社會事件對人格特質與心理健康之影響(2/3)
Chang, Y.-C. (PI)
8/1/26 → 7/31/27
Project: A - Government Institution › b - National Science and Technology Council

7646 Citations
41 h-index
499 Article
59 Conference contribution
17 Review article
15 Letter
More

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
Association Between Long-term Use of H₂ Receptor Antagonists and Prostate Cancer Risk: A Case-Control Study in Taiwan
Wang, S. F., Liu, Y. C., Nguyen, P. A., Lin, G. L., Huang, C. W., Rahmanti, A. R. & Yang, H. C., Jan 14 2026, In: Journal of Cancer. 17, 2, p. 419-426 8 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Link opens in a new tab Citation (Scopus)
Automated monitoring in clinical and operational workflows
Yen, J. C., Hsu, C. A. & Hsu, M. H., 2026, In: BMJ Health and Care Informatics. 33, 1, e102219.
Research output: Contribution to journal › Editorial › peer-review

Open Access

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
Additional file 2 of Gastro-oesophageal reflux disease increases the risk of intensive care unit admittance and mechanical ventilation use among patients with chronic obstructive pulmonary disease: a nationwide population-based cohort study
Chiou, H.-Y. (Creator), Lin, Y.-H. (Creator), Perng, W.-C. (Creator), Jeng, C. (Creator), Chien, L.-N. (Creator), Chian, C.-F. (Creator), Wang, M.-T. (Creator), Tsai, C.-L. (Creator) & Chiang, C.-H. (Creator), Figshare, 2021
DOI: 10.6084/m9.figshare.15094984.v1, https://doi.org/10.6084%2Fm9.figshare.15094984.v1
Dataset
Gastro-oesophageal reflux disease increases the risk of intensive care unit admittance and mechanical ventilation use among patients with chronic obstructive pulmonary disease: a nationwide population-based cohort study
Tsai, C.-L. (Creator), Lin, Y.-H. (Creator), Wang, M.-T. (Creator), Chien, L.-N. (Creator), Jeng, C. (Creator), Chian, C.-F. (Creator), Perng, W.-C. (Creator), Chiang, C.-H. (Creator) & Chiou, H.-Y. (Creator), Figshare, 2021
DOI: 10.6084/m9.figshare.c.5540038.v1, https://springernature.figshare.com/collections/Gastro-oesophageal_reflux_disease_increases_the_risk_of_intensive_care_unit_admittance_and_mechanical_ventilation_use_among_patients_with_chronic_obstructive_pulmonary_disease_a_nationwide_population-based_cohort_study/5540038/1
Dataset