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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

  • 2019- Director, Clinical Data Science, Taipei Medical University
  • 2019- Professor, Graduate Institute of Biomedical Informatics, Taipei Medical University
  • 2019- Associate Professor, Professional Master Program for Artificial Intelligence in Medicine, Taipei Medical University  
  • 2018- Dean, Office of Information Technology, 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

URL

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Projects

Deep Learning-based analysis with Multi-Omics data for prognosis prediction of Prostate Cancer

Chang, T.

7/1/192/1/20

Project: A - Government Institutionb - Ministry of Science and Technology

An integrated system for detection and dynamic visualization of copy number aberrations from high-throughput whole-exome sequencing

Chang, T.

8/1/167/31/17

Project: A - Government Institutionb - Ministry of Science and Technology

Identification of Human Viral Micrornas and Its Targets by Using Small RNA Sequencing Data Based on RNA Sequence and Structure Features

Chang, T.

8/1/157/31/16

Project: A - Government Institutionb - Ministry of Science and Technology

Research Output

  • 1558 Citations
  • 17 h-Index
  • 65 Article
  • 5 Conference contribution
  • 1 Letter
  • 1 Review article

A patient-oriented, general-practitioner-level, deep-learning-based cutaneous pigmented lesion risk classifier on a smartphone

Chin, Y. P. H., Hou, Z. Y., Lee, M. Y., Chu, H. M., Wang, H. H., Lin, Y. T., Gittin, A., Chien, S. C., Nguyen, P. A., Li, L. C., Chang, T. H. & Li, Y. C. J., Jan 1 2020, (Accepted/In press) In : British Journal of Dermatology.

Research output: Contribution to journalLetter

Computational analysis for identification of the extracellular matrix molecules involved in endometrial cancer progression

Yadav, V. K., Lee, T. Y., Hsu, J. B. K., Huang, H. D., Yang, W. C. V. & Chang, T. H., Apr 2020, In : PLoS ONE. 15, 4, e0231594.

Research output: Contribution to journalArticle

Open Access
  • Pilot Study to Establish a Novel Five-Gene Biomarker Panel for Predicting Lymph Node Metastasis in Patients With Early Stage Endometrial Cancer

    Huang, C. Y., Liao, K. W., Chou, C. H., Shrestha, S., Yang, C. D., Chiew, M. Y., Huang, H. T., Hong, H. C., Huang, S. H., Chang, T. H. & Huang, H. D., Jan 21 2020, In : Frontiers in Oncology. 9, 1508.

    Research output: Contribution to journalArticle

    Open Access
  • 1 Citation (Scopus)

    Untargeted metabolomics predicts the functional outcome of ischemic stroke

    Chi, N. F., Chang, T. H., Lee, C. Y., Wu, Y. W., Shen, T. A., Chan, L., Chen, Y. R., Chiou, H. Y., Hsu, C. Y. & Hu, C. J., Jan 1 2020, (Accepted/In press) In : Journal of the Formosan Medical Association.

    Research output: Contribution to journalArticle

    Open Access
  • Adverse Outcomes after Major Surgeries in Patients with Diabetes: A Multicenter Matched Study

    Lin, C-S., Chang, C-C., Lee, Y-W., Liu, C-C., Yeh, C-C., Chang, Y-C., Chuang, M-T., Chang, T-H., Chen, T-L. & Liao, C-C., Jan 16 2019, In : Journal of Clinical Medicine. 8, 1

    Research output: Contribution to journalArticle