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
- 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- 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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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
3/1/23 → 2/29/24
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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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)
8/1/22 → 7/31/23
Project: A - Government Institution › b - Ministry of Science and Technology
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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
3/1/22 → 2/28/23
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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AI機器學習建模應用於一校三院心臟衰竭數據庫之死亡軌跡預測
1/1/22 → 12/31/22
Project: B - Project of TMU › h - Higher Education Sprout Project
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基於深度學習與機器學習混合分析多體學數據於癌症精準醫學治療之應用評估(2/2)
8/1/21 → 7/31/22
Project: A - Government Institution › b - Ministry of Science and Technology
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Aminoglycosides use has a risk of acute kidney injury in patients without prior chronic kidney disease
Chou, C. L., Chuang, N. C., Chiu, H. W., Liao, C. T., Hsu, Y. H. & Chang, T. H., Oct 14 2022, In: Scientific Reports. 12, 1, p. 17212 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
CircNet 2.0: An updated database for exploring circular RNA regulatory networks in cancers
Chen, Y., Yao, L., Tang, Y., Jhong, J. H., Wan, J., Chang, J., Cui, S., Luo, Y., Cai, X., Li, W., Chen, Q., Huang, H. Y., Wang, Z., Chen, W., Chang, T. H., Wei, F., Lee, T. Y. & Huang, H. D., Jan 2022, In: Nucleic Acids Research. 50, D1, p. D93-D101Research output: Contribution to journal › Article › peer-review
Open Access14 Citations (Scopus) -
Comparative survival analysis of platinum-based adjuvant chemotherapy for early-stage squamous cell carcinoma and adenocarcinoma of the lung
Hsiao, S. H., Chen, W. T., Chung, C. L., Chou, Y. T., Lin, S. E., Hong, S. Y., Chang, J. H., Chang, T. H. & Chien, L. N., 2022, (Accepted/In press) In: Cancer Medicine.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Contact Laxative Use and the Risk of Arteriovenous Fistula Maturation Failure in Patients Undergoing Hemodialysis: A Multi-Center Cohort Study
Anh, T. H., Nguyen, P. A., Duong, A., Chiu, I. J., Chou, C. L., Ko, Y. C., Chang, T. H., Huang, C. W., Wu, M. S., Liao, C. T. & Hsu, Y. H., Jun 1 2022, In: International journal of environmental research and public health. 19, 11, 6842.Research output: Contribution to journal › Article › peer-review
Open Access -
dbAMP 2.0: Updated resource for antimicrobial peptides with an enhanced scanning method for genomic and proteomic data
Jhong, J. H., Yao, L., Pang, Y., Li, Z., Chung, C. R., Wang, R., Li, S., Li, W., Luo, M., Ma, R., Huang, Y., Zhu, X., Zhang, J., Feng, H., Cheng, Q., Wang, C., Xi, K., Wu, L. C., Chang, T. H., Horng, J. T., & 4 others, 2022, In: Nucleic Acids Research. 50, 1, p. D460-D470Research output: Contribution to journal › Article › peer-review
Open Access14 Citations (Scopus)
Datasets
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Identification of potential biomarkers related to glioma survival by gene expression profile analysis
Hsu, J. B. (Creator), Chang, T. (Contributor), Lee, G. (Creator), Lee, T. (Creator) & Chen, C. (Creator), Figshare, 2019
DOI: 10.6084/m9.figshare.c.4442822.v1, https://doi.org/10.6084%2Fm9.figshare.c.4442822.v1
Dataset
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Additional file 8: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Lin, F. (Contributor), Huang, C. (Contributor), Chiu, C. (Contributor), Chang, T. (Contributor), Cheng, Y. (Contributor), Yang, T. (Creator), Chang, P. (Contributor), Chen, H. (Creator), Weng, S. (Contributor), Chang, Y. (Contributor), Yang, T. (Creator) & Liang, C. (Creator), Figshare, 2018
DOI: 10.6084/m9.figshare.7538402.v1, https://doi.org/10.6084%2Fm9.figshare.7538402.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. (Contributor), Chen, H. (Creator), Weng, C. (Contributor), Wang, H. (Contributor), Chang, J. (Contributor), Liang, C. (Creator), Chang, C. (Contributor), Wang, W. (Contributor), Huang, H. (Contributor), Chiu, C. (Contributor), Chang, T. (Contributor), Lu, K. (Contributor) & Weng, S. (Contributor), Figshare, 2017
DOI: 10.6084/m9.figshare.c.3676516_d2.v1, https://doi.org/10.6084%2Fm9.figshare.c.3676516_d2.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. (Contributor), Chang, T. (Contributor), Jhong, J. (Contributor), Chi, Y. (Contributor), Li, W. (Creator), Chan, C. (Contributor), Robert Lai, L. K. (Contributor) & Lee, T. (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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Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H. (Creator), Chang, T. (Contributor), Lin, F. (Contributor), Liang, C. (Creator), Chiu, C. (Contributor), Yang, T. (Creator), Yang, T. (Creator), Huang, C. (Contributor), Cheng, Y. (Contributor), Chang, Y. (Contributor), Chang, P. (Contributor) & Weng, S. (Contributor), Figshare, 2018
DOI: 10.6084/m9.figshare.c.4352420.v1, https://doi.org/10.6084%2Fm9.figshare.c.4352420.v1
Dataset