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
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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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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
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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
4 Link opens in a new tab Citations (Scopus) -
Comparative analysis of fourteen COVID-19 vaccine injury compensation systems and claim approval rates
Chu, C. F., Chang, T. H. & Ho, J. J., Apr 11 2025, In: Vaccine. 52, 126830.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Establishing a Cross-Population Machine Learning Model for Alzheimer's Disease Risk Prediction in the Taiwanese Population
Hsu, J. B. K., Tsai, J. R., Hung, S. H., Lee, C. Y., Hu, C. J. & 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
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Exploring Machine Learning for Predicting Peripheral and Central Precocious Puberty Through Cross-Hospital Validation
Cheng, C. Y., Chang, Y. C., Le, N. Q. K., Lin, C. H., Hou, J. W., Yang, C., Chang, T. H. & Hsu, M. H., Aug 7 2025, MEDINFO 2025 - Healthcare Smart x Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics. Househ, M. S., Househ, M. S., Tariq, Z. U. A., Al-Zubaidi, M., Shah, U. & Huesing, E. (eds.). IOS Press BV, p. 1094-1098 5 p. (Studies in Health Technology and Informatics; vol. 329).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
Datasets
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Additional file 1: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Cheng, Y.-N. (Contributor), Liang, C. (Creator), Weng, S.-L. (Contributor), Chen, H.-M. (Creator), Yang, T. (Creator), Yang, T.-L. (Creator), Huang, C.-Y. (Contributor), Lin, F.-M. (Contributor), Chang, T.-H. (Contributor), Chang, P.-Y. (Contributor), Chang, Y.-A. (Contributor) & Chiu, C.-M. (Contributor), Figshare, 2018
DOI: 10.6084/m9.figshare.7538351.v1, https://doi.org/10.6084%2Fm9.figshare.7538351.v1
Dataset
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Diversity and enterotype in gut bacterial community of adults in Taiwan
Liang, C. (Creator), Tseng, H.-C. (Contributor), Chen, H.-M. (Creator), Wang, W.-C. (Contributor), Chiu, C.-M. (Contributor), Chang, J.-Y. (Contributor), Lu, K.-Y. (Contributor), Weng, S.-L. (Contributor), Chang, T.-H. (Contributor), Chang, C.-H. (Contributor), Weng, C.-T. (Contributor), Wang, H.-M. (Contributor) & Huang, H.-D. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.c.3676516.v1, https://doi.org/10.6084%2Fm9.figshare.c.3676516.v1
Dataset
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Additional file 9: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Cheng, Y.-N. (Contributor), Huang, C.-Y. (Contributor), Chiu, C.-M. (Contributor), Yang, T.-L. (Creator), Liang, C. (Creator), Chang, T.-H. (Contributor), Lin, F.-M. (Contributor), Weng, S.-L. (Contributor), Chang, Y.-A. (Contributor), Yang, T. (Creator), Chang, P.-Y. (Contributor) & Chen, H.-M. (Creator), Figshare, 2018
DOI: 10.6084/m9.figshare.7538408.v1, https://doi.org/10.6084%2Fm9.figshare.7538408.v1
Dataset
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Identification of natural antimicrobial peptides from bacteria through metagenomic and metatranscriptomic analysis of high-throughput transcriptome data of Taiwanese oolong teas
Huang, K.-Y. (Contributor), Chang, T.-H. (Contributor), Jhong, J.-H. (Contributor), Chi, Y.-H. (Contributor), Li, W.-C. (Creator), Chan, C.-L. (Contributor), Robert Lai, L. K. (Contributor) & Lee, T.-Y. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.c.3979623.v1, https://doi.org/10.6084%2Fm9.figshare.c.3979623.v1
Dataset
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Additional file 1: Figure S1. of Investigation and identification of protein carbonylation sites based on position-specific amino acid composition and physicochemical features
Chang, T.-H. (Contributor), Lee, T.-Y. (Contributor), Kao, H.-J. (Creator), Weng, S.-L. (Contributor), Huang, C.-H. (Contributor), Wang, H.-Y. (Contributor), Lu, J.-J. (Contributor), Kaunang, F. J. (Contributor) & Huang, K.-Y. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.c.3718204_d1.v1, https://doi.org/10.6084%2Fm9.figshare.c.3718204_d1.v1
Dataset