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
- 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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Network
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Projects
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(1/2)
8/1/20 → 7/1/21
Project: A - Government Institution › b - Ministry of Science and Technology
Computational Analysis of Regulatory Networks of Extracellular Matrix in Endometrial Cancer Development and Discovery of Potential Drugs for Therapy
8/1/19 → 7/31/20
Project: A - Government Institution › b - Ministry of Science and Technology
Deep Learning-based analysis with Multi-Omics data for prognosis prediction of Prostate Cancer
7/1/19 → 2/1/20
Project: A - Government Institution › b - Ministry of Science and Technology
Computational Analysis of Regulatory Networks of Extracellular Matrix in Endometrial Cancer Development and Discovery of Potential Drugs for Therapy
8/1/18 → 7/31/19
Project: A - Government Institution › b - Ministry of Science and Technology
An integrated system for detection and dynamic visualization of copy number aberrations from high-throughput whole-exome sequencing
8/1/16 → 7/31/17
Project: A - Government Institution › b - Ministry of Science and Technology
Research Output
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 journal › Letter
1
Citation
(Scopus)
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 journal › Article
Open Access
Incorporating deep learning and multi-omics autoencoding for analysis of lung adenocarcinoma prognostication
Lee, T. Y., Huang, K. Y., Chuang, C. H., Lee, C. Y. & Chang, T. H., Aug 2020, In : Computational Biology and Chemistry. 87, 107277.Research output: Contribution to journal › Article
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 journal › Article
Open Access
2
Citations
(Scopus)
Preclinical evaluation of the novel small-molecule msi-n1014 for treating drug-resistant colon cancer via the lgr5/β-catenin/mir-142-3p network and reducing cancer-associated fibroblast transformation
Yadav, V. K., Huang, Y. J., George, T. A., Wei, P. L., Sumitra, M. R., Ho, C. L., Chang, T. H., Wu, A. T. H. & Huang, H. S., Jun 2020, In : Cancers. 12, 6, p. 1-15 15 p., 1590.Research output: Contribution to journal › Article
Open Access