Projects per year
Personal profile
Education
- 2009 Ph.D., Institute of Computer Science and Information Engineering, National Central University, Taiwan
- 2003 M.S., Institute of Information Management, Yuan Ze University
- 2001 B.S., Department of Information Management, National Central University
Experience
- 2024.03- Director, Graduate Institute of Biomedical Informatics, Taipei Medical University
- 2021.08- Director, Bioinformatics Center, Office of Data Science, Taipei Medical University
- 2019- Professor, Graduate Institute of Biomedical Informatics, Taipei Medical University
- 2019- Professor, Professional Master Program for Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University
- 2018-2023.09 Dean, Office of Information Technology, Taipei Medical University
- 2019-2021 Director, Clinical Data Science, Taipei Medical University
- 2016-2019 Associate professor, Graduate Institute of Biomedical Informatics, Taipei Medical University
- 2012-2016 Assistant professor, Graduate Institute of Biomedical Informatics, Taipei Medical University
- Postdoctoral Fellow, Institute of Bioinformatics and Systems Biology, National Chiao Tung University
Research Interests
- Bioinformatics
- Data Mining
- Genomics
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
Projects
- 24 Finished
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Leveraging Cross-Population Genomic Data for Dementia Risk Prediction: Highlighting East Asian Genetic Variants with Applications to Taiwanese Populations
Chang, T.-H. (PI)
8/1/25 → 7/31/26
Project: A - Government Institution › b - National Science and Technology Council
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以生成式人工智慧模型開發乳癌基因預後分析與藥物篩選平台(1/4)
Chang, T.-H. (PI)
1/1/25 → 12/31/25
Project: B - Project of TMU › i - Other (Funded by TMU)
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A Copy Number Alteration (Cna) Research Roadmap Using Multi-Omics Data for Identification of Cna-Derived Cancer Driver Genes and Their Potential Regulatory Mechanisms Associated with Prognosis
Chang, T.-H. (PI)
8/1/24 → 7/31/25
Project: A - Government Institution › b - National Science and Technology Council
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從胸部X光與心臟超音波的影像資訊找尋血液透析病患的心血管事件與死亡的風險因子
Chang, T.-H. (PI)
3/1/24 → 2/28/26
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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肺癌基因人工智慧早期預防與藥物預後平台開發(4/4)
Chang, T.-H. (PI)
1/1/24 → 12/31/24
Project: B - Project of TMU › i - Other (Funded by TMU)
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Exploring prognostic factors on vascular outcomes among maintenance dialysis patients and establishing a prognosis prediction model using machine learning methods
Wu, C. K., Kao, Z. K., Nguyen, V. K., Yar, N., Chuang, M. T. & Chang, T. H., Dec 2026, In: BMC Medical Informatics and Decision Making. 26, 1, 6.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Impact of semaglutide pretreatment on reproductive outcomes in women with overweight and obesity with infertility: a real-world multicenter cohort study
Wu, Y. C., Hsu, J. C., Su, E. C. Y., Chen, C. H. & Chang, T. H., Dec 2026, In: Reproductive Biology and Endocrinology. 24, 1, 55.Research output: Contribution to journal › Article › peer-review
Open Access -
Recurrent cytologic inflammation on cervical smear and risk of low-grade cervical abnormalities in cytology-based screening: A 25-year multicenter cohort study from HPV-resource–limited settings
Huang, C. Y., Chang, C. Y., You, S. L., Tsai, H. T. & Chang, T. H., May 2026, In: Journal of Infection and Public Health. 19, 5, 103192.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Alzheimer's Disease Risk Prediction in the Elderly: A Machine Learning Approach Combining Clinical Characteristics and Polygenic Risk Scores
Hsu, J. B. K., Lee, C. Y., Tsai, J. R., Yadav, V. K., Huang, C. & Chang, T. H., 2025, 2025 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Citation (Scopus) -
CCN1 Is a Therapeutic Target for Reperfused Ischemic Brain Injury
Lee, G. A., Chang, Y. W., Lai, J. H., Chang, T. H., Huang, S. W., Yang, C., Shen, T. A., Lin, W. L., Wu, Y. C., Tseng, L. W., Tseng, S. H., Chen, Y. C., Chiang, Y. H. & Chen, C. Y., 2025, In: Translational Stroke Research. 16, 4, p. 1044-1061 18 p.Research output: Contribution to journal › Article › peer-review
6 Link opens in a new tab Citations (Scopus)
Datasets
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Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H.-M. (Creator), Chang, T.-H. (Contributor), Lin, F.-M. (Contributor), Liang, C. (Creator), Chiu, C.-M. (Contributor), Yang, T.-L. (Creator), Yang, T. (Creator), Huang, C.-Y. (Contributor), Cheng, Y.-N. (Contributor), Chang, Y.-A. (Contributor), Chang, P.-Y. (Contributor) & Weng, S.-L. (Contributor), Figshare, 2018
DOI: 10.6084/m9.figshare.c.4352420.v1, https://doi.org/10.6084%2Fm9.figshare.c.4352420.v1
Dataset
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Additional file 4: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H.-M. (Creator), Chang, T.-H. (Contributor), Chang, Y.-A. (Contributor), Cheng, Y.-N. (Contributor), Liang, C. (Creator), Chang, P.-Y. (Contributor), Huang, C.-Y. (Contributor), Chiu, C.-M. (Contributor), Yang, T. (Creator), Weng, S.-L. (Contributor), Lin, F.-M. (Contributor) & Yang, T.-L. (Creator), Figshare, 2018
DOI: 10.6084/m9.figshare.7538372.v1, https://doi.org/10.6084%2Fm9.figshare.7538372.v1
Dataset
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Additional file 2: of Identification of natural antimicrobial peptides from bacteria through metagenomic and metatranscriptomic analysis of high-throughput transcriptome data of Taiwanese oolong teas
Robert Lai, L. K. (Contributor), Lee, T.-Y. (Contributor), Chan, C.-L. (Contributor), Chi, Y.-H. (Contributor), Huang, K.-Y. (Contributor), Li, W.-C. (Creator), Jhong, J.-H. (Contributor) & Chang, T.-H. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.5802852.v1, https://doi.org/10.6084%2Fm9.figshare.5802852.v1
Dataset
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Additional file 2: Table S1. of Investigation and identification of protein carbonylation sites based on position-specific amino acid composition and physicochemical features
Kaunang, F. J. (Contributor), Kao, H.-J. (Creator), Huang, K.-Y. (Contributor), Wang, H.-Y. (Contributor), Weng, S.-L. (Contributor), Chang, T.-H. (Contributor), Lee, T.-Y. (Contributor), Huang, C.-H. (Contributor) & Lu, J.-J. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.c.3718204_d2.v1, https://doi.org/10.6084%2Fm9.figshare.c.3718204_d2.v1
Dataset
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Additional file 4: Table S3. of Diversity and enterotype in gut bacterial community of adults in Taiwan
Tseng, H.-C. (Contributor), Chen, H.-M. (Creator), Weng, C.-T. (Contributor), Wang, H.-M. (Contributor), Chang, J.-Y. (Contributor), Liang, C. (Creator), Chang, C.-H. (Contributor), Wang, W.-C. (Contributor), Huang, H.-D. (Contributor), Chiu, C.-M. (Contributor), Chang, T.-H. (Contributor), Lu, K.-Y. (Contributor) & Weng, S.-L. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.c.3676516_d2.v1, https://doi.org/10.6084%2Fm9.figshare.c.3676516_d2.v1
Dataset