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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Projects
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慢性血液透析病患的心臟功能與體液狀態與死亡與心血管預後之關聯性
3/1/21 → 2/28/22
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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利用次世代定序研究細菌與黴菌菌相與黴菌性鼻竇炎的關聯(1/3)
8/1/20 → 7/31/21
Project: A - Government Institution › b - Ministry of Science and Technology
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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(1/2)
8/1/20 → 7/1/21
Project: A - Government Institution › b - Ministry of Science and Technology
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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
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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
Research output
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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 2021, In: Journal of the Formosan Medical Association. 120, 1P1, p. 234-241 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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 › peer-review
3 Citations (Scopus) -
Characterization of fecal microbiota with clinical specimen using long-read and short-read sequencing platform
Wei, P. L., Hung, C. S., Kao, Y. W., Lin, Y. C., Lee, C. Y., Chang, T. H., Shia, B. C. & Lin, J. C., Oct 1 2020, In: International journal of molecular sciences. 21, 19, p. 1-12 12 p., 7110.Research output: Contribution to journal › Article › peer-review
Open Access -
Classification of changes in the fecal microbiota associated with colonic adenomatous polyps using a long-read sequencing platform
Wei, P. L., Hung, C. S., Kao, Y. W., Lin, Y. C., Lee, C. Y., Chang, T. H., Shia, B. C. & Lin, J. C., Nov 2020, In: Genes. 11, 11, p. 1-14 14 p., 1374.Research output: Contribution to journal › Article › peer-review
Open Access -
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 1 2020, In: PLoS ONE. 15, 4, p. e0231594 e0231594.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus)
Datasets
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Additional file 10: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H. (Contributor), Chang, T. (Contributor), Lin, F. (Contributor), Liang, C. (Contributor), Chiu, C. (Contributor), Yang, T. (Contributor), Yang, T. (Contributor), Huang, C. (Contributor), Cheng, Y. (Contributor), Chang, Y. (Contributor), Chang, P. (Contributor) & Weng, S. (Contributor), Unknown Publisher, Dec 31 2018
DOI: 10.6084/m9.figshare.7538333.v1, https://springernature.figshare.com/articles/Additional_file_10_of_Vaginal_microbiome_variances_in_sample_groups_categorized_by_clinical_criteria_of_bacterial_vaginosis/7538333/1
Dataset
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Additional file 8: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H. (Contributor), Chang, T. (Contributor), Lin, F. (Contributor), Liang, C. (Contributor), Chiu, C. (Contributor), Yang, T. (Contributor), Yang, T. (Contributor), Huang, C. (Contributor), Cheng, Y. (Contributor), Chang, Y. (Contributor), Chang, P. (Contributor) & Weng, S. (Contributor), Unknown Publisher, Dec 31 2018
DOI: 10.6084/m9.figshare.7538402.v1, https://springernature.figshare.com/articles/Additional_file_8_of_Vaginal_microbiome_variances_in_sample_groups_categorized_by_clinical_criteria_of_bacterial_vaginosis/7538402/1
Dataset
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Additional file 4: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H. (Contributor), Chang, T. (Contributor), Lin, F. (Contributor), Liang, C. (Contributor), Chiu, C. (Contributor), Yang, T. (Contributor), Yang, T. (Contributor), Huang, C. (Contributor), Cheng, Y. (Contributor), Chang, Y. (Contributor), Chang, P. (Contributor) & Weng, S. (Contributor), Unknown Publisher, Dec 31 2018
DOI: 10.6084/m9.figshare.7538372.v1, https://springernature.figshare.com/articles/Additional_file_4_of_Vaginal_microbiome_variances_in_sample_groups_categorized_by_clinical_criteria_of_bacterial_vaginosis/7538372/1
Dataset
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Additional file 6: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H. (Contributor), Chang, T. (Contributor), Lin, F. (Contributor), Liang, C. (Contributor), Chiu, C. (Contributor), Yang, T. (Contributor), Yang, T. (Contributor), Huang, C. (Contributor), Cheng, Y. (Contributor), Chang, Y. (Contributor), Chang, P. (Contributor) & Weng, S. (Contributor), Unknown Publisher, Dec 31 2018
DOI: 10.6084/m9.figshare.7538390.v1, https://springernature.figshare.com/articles/Additional_file_6_of_Vaginal_microbiome_variances_in_sample_groups_categorized_by_clinical_criteria_of_bacterial_vaginosis/7538390/1
Dataset
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Additional file 9: of Vaginal microbiome variances in sample groups categorized by clinical criteria of bacterial vaginosis
Chen, H. (Contributor), Chang, T. (Contributor), Lin, F. (Contributor), Liang, C. (Contributor), Chiu, C. (Contributor), Yang, T. (Contributor), Yang, T. (Contributor), Huang, C. (Contributor), Cheng, Y. (Contributor), Chang, Y. (Contributor), Chang, P. (Contributor) & Weng, S. (Contributor), Unknown Publisher, Dec 31 2018
DOI: 10.6084/m9.figshare.7538408.v1, https://springernature.figshare.com/articles/Additional_file_9_of_Vaginal_microbiome_variances_in_sample_groups_categorized_by_clinical_criteria_of_bacterial_vaginosis/7538408/1
Dataset