Organisation profile
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.
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Collaborations and top research areas from the last five years
Profiles
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Yung-Chun Chang
- 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
- TMU Research Center of Artificial Intelligence in Medicine and Health - Member
- TMU Research Center of Biomedical Devices - member
Person: Researcher
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Jin-Hua Chen
- 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
- TMU Research Center of Thoracic Medicine - member
Person: Researcher
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Jason C. Hsu
- 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
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114年度「高風險精神病人介入成效分析」
Hsu, M.-H. (PI)
12/2/25 → 12/1/26
Project: A - Government Institution › c - Ministry of Health and Welfare
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Novel Approach to Onco-Nephrology through Combining Machine-Learning and Prospective Clinical Study
Nguyen, P. A. (PI)
8/1/25 → 7/31/26
Project: A - Government Institution › b - National Science and Technology Council
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Towards Reliable Information: Integrating Cognitive Insights and Ai for Enhanced Media Verification( II )
Chang, Y.-C. (PI)
8/1/25 → 7/31/26
Project: A - Government Institution › b - National Science and Technology Council
Research output
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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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Cardiorenal protective effects of anti-diabetic drugs in early stage Cardiovascular-Kidney-Metabolic Syndrome: A multicenter, time-varying analysis
Hao, W. R., Liu, J. C., Fang, Y. A., Hsu, M. H., Hsiu, H. & Chen, C. C., Jun 2026, In: Diabetes Research and Clinical Practice. 236, 113233.Research output: Contribution to journal › Article › peer-review
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Cardiovascular Risk and Prediction Model of Vascular Endothelial Growth Factor Tyrosine Kinase Inhibitors in Patients with Liver Cancer
Chen, Y. C., Huang, C. Y., Lien, L. M., Chen, J. H., Bintoro, B. S. & Hsieh, F. I., Mar 2026, In: Cardiovascular Toxicology. 26, 3, 29.Research output: Contribution to journal › Article › peer-review
Datasets
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Data from: Primary Sjogren’s syndrome and the risk of acute pancreatitis: a nationwide cohort study
Chang, C.-C. (Contributor), Chang, Y.-S. (Contributor), Wang, S.-H. (Contributor), Lin, S.-Y. (Contributor), Chen, Y.-H. (Contributor) & Chen, J. H. (Contributor), Unknown Publisher, Aug 1 2017
DOI: 10.5061/dryad.22h7c, http://datadryad.org/stash/dataset/doi:10.5061/dryad.22h7c
Dataset
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Rethinking preparedness planning in disaster emergency care: lessons from a beyond-surge-capacity event
Chuang, S. (Creator), Woods, D. D. (Creator), Reynolds, M. (Creator), Ting, H.-W. (Creator), Balkin, A. (Creator) & Hsu, C.-W. (Creator), Figshare, 2021
DOI: 10.6084/m9.figshare.c.5728836.v1, https://springernature.figshare.com/collections/Rethinking_preparedness_planning_in_disaster_emergency_care_lessons_from_a_beyond-surge-capacity_event/5728836/1
Dataset
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Additional file 1 of Voice-based control system for smart hospital wards: a pilot study of patient acceptance
Jian, W.-S. (Creator), Wang, J.-Y. (Creator), Rahmanti, A. R. (Creator), Chien, S.-C. (Creator), Hsu, C.-K. (Creator), Chien, C.-H. (Creator), Li, Y.-C. (Creator), Chen, C.-Y. (Creator), Chin, Y.-P. (Creator) & Huang, C.-L. (Creator), Figshare, 2022
DOI: 10.6084/m9.figshare.19297940.v1, https://springernature.figshare.com/articles/journal_contribution/Additional_file_1_of_Voice-based_control_system_for_smart_hospital_wards_a_pilot_study_of_patient_acceptance/19297940/1
Dataset