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
- 19 Finished
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利用複製數變異(CNA)與多體學分析探索癌症驅動CNA及其預後相關調控機制之研究(2/3)
Chang, T.-H. (PI)
8/1/23 → 7/31/24
Project: A - Government Institution › b - National Science and Technology Council
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利用機器學習方法探索慢性透析患者血管預後影響因子並建立預後預測模型之多中心研究
Chang, T.-H. (PI)
3/1/23 → 2/29/24
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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機器學習模型整合遞迴特徵刪除演算法應用於臨床代謝症候群預測和最佳預測因子決策
Chang, T.-H. (PI)
1/1/23 → 12/31/23
Project: B - Project of TMU › h - Higher Education Sprout Project
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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 (1/3)
Chang, T.-H. (PI)
8/1/22 → 7/31/23
Project: A - Government Institution › b - National Science and Technology Council
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慢性血液透析病患之心血管結構與功能關連性分析以建立死亡及心血管預後之預測模型
Chang, T.-H. (PI)
3/1/22 → 2/28/23
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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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
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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 Access -
Complications and Mortality After Surgery in Patients with Chronic Kidney Disease: A Retrospective Cohort Study Based on a Multicenter Clinical Database
Liao, C. C., Liu, C. C., Lee, Y. W., Chang, C. C., Yeh, C. C., Chang, T. H., Chen, T. L. & Lin, C. S., 2024, In: Journal of Multidisciplinary Healthcare. 17, p. 3535-3544 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Ensemble Machine Learning for Predicting 90-Day Outcomes and Analyzing Risk Factors in Acute Kidney Injury Requiring Dialysis
Wang, T.-H., Kao, C.-C. & Chang, T.-H., Apr 12 2024, In: Journal of Multidisciplinary Healthcare. 17, p. 1589-1602 14 p.Research output: Contribution to journal › Article › peer-review
Datasets
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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 8: Table S6. of SOHSite: incorporating evolutionary information and physicochemical properties to identify protein S-sulfenylation sites
Lu, C.-T. (Contributor), Lee, T.-Y. (Contributor), Bui, V.-M. (Contributor), Chang, T.-H. (Contributor), Weng, J.T.-Y. (Creator) & Weng, S.-L. (Creator), Figshare, 2016
DOI: 10.6084/m9.figshare.c.3597362_d5.v1, https://doi.org/10.6084%2Fm9.figshare.c.3597362_d5.v1
Dataset
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Additional file 1: Figure S1. of SOHSite: incorporating evolutionary information and physicochemical properties to identify protein S-sulfenylation sites
Lee, T.-Y. (Contributor), Chang, T.-H. (Contributor), Weng, S.-L. (Creator), Lu, C.-T. (Contributor), Bui, V.-M. (Contributor) & Weng, J.T.-Y. (Creator), Figshare, 2016
DOI: 10.6084/m9.figshare.c.3597362_d8.v1, https://doi.org/10.6084%2Fm9.figshare.c.3597362_d8.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
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Additional file 11: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chang, P.-Y. (Contributor), Liang, C. (Creator), Yang, T.-L. (Creator), Chen, H.-M. (Creator), Weng, S.-L. (Contributor), Lin, F.-M. (Contributor), Yang, T. (Creator), Cheng, Y.-N. (Contributor), Chiu, C.-M. (Contributor), Huang, C.-Y. (Contributor), Chang, T.-H. (Contributor) & Chang, Y.-A. (Contributor), Figshare, 2018
DOI: 10.6084/m9.figshare.7538342.v1, https://doi.org/10.6084%2Fm9.figshare.7538342.v1
Dataset