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
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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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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)
8/1/23 → 7/31/24
Project: A - Government Institution › b - National Science and Technology Council
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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 Access -
Exploring Mortality and Prognostic Factors of Heart Failure with In-Hospital and Emergency Patients by Electronic Medical Records: A Machine Learning Approach
Yu, C. S., Lwu, J., Shih, C. M., Chiu, K. L., Chen, Y. D. & Chang, T. H., 2025, In: Risk Management and Healthcare Policy. 18, p. 77-93 17 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
A Study of Disease Prognosis in Lung Adenocarcinoma Using Single-Cell Decomposition and Immune Signature Analysis
Lee, C. Y., Wu, Y. C., Liao, T. C., Hsiao, S. H., Hsu, J. B. K. & Chang, T. H., Sept 2024, In: Cancers. 16, 18, 3207.Research output: Contribution to journal › Article › peer-review
Open Access -
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., 2024, (Accepted/In press) In: Translational Stroke Research.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
COL6A3 Exosomes Promote Tumor Dissemination and Metastasis in Epithelial Ovarian Cancer
Ho, C. M., Yen, T. L., Chang, T. H. & Huang, S. H., Aug 2024, In: International journal of molecular sciences. 25, 15, 8121.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)
Datasets
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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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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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SOHSite: incorporating evolutionary information and physicochemical properties to identify protein S-sulfenylation sites
Bui, V.-M. (Contributor), Weng, S.-L. (Creator), Lu, C.-T. (Contributor), Chang, T.-H. (Contributor), Weng, J.T.-Y. (Creator) & Lee, T.-Y. (Contributor), Figshare, 2016
DOI: 10.6084/m9.figshare.c.3597362.v1, https://doi.org/10.6084%2Fm9.figshare.c.3597362.v1
Dataset
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Additional file 4: of Identification of natural antimicrobial peptides from bacteria through metagenomic and metatranscriptomic analysis of high-throughput transcriptome data of Taiwanese oolong teas
Lee, T.-Y. (Contributor), Chi, Y.-H. (Contributor), Robert Lai, L. K. (Contributor), Li, W.-C. (Creator), Jhong, J.-H. (Contributor), Chang, T.-H. (Contributor), Chan, C.-L. (Contributor) & Huang, K.-Y. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.5802858.v1, https://doi.org/10.6084%2Fm9.figshare.5802858.v1
Dataset
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Additional file 6: Table S4. of SOHSite: incorporating evolutionary information and physicochemical properties to identify protein S-sulfenylation sites
Weng, S.-L. (Creator), Lu, C.-T. (Contributor), Chang, T.-H. (Contributor), Weng, J.T.-Y. (Creator), Lee, T.-Y. (Contributor) & Bui, V.-M. (Contributor), Figshare, 2016
DOI: 10.6084/m9.figshare.c.3597362_d3.v1, https://doi.org/10.6084%2Fm9.figshare.c.3597362_d3.v1
Dataset