Pei-Chun Chen

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Basic Information

  • Name ：Pei-Chun Chen

  • Position ：Associate Professor

  • Research Fields ：Biostatistics , Bioinformatics, data mining, Bayesian statistics

  • Courses ：Statistics, Probability Theorem, Mathematical Statistics, Linear Algebra

  • Tel ：27321104#53305

  • mail ：peichuncc@mail.ntue.edu.tw

 

Self Introduction

Education:

Ph.D. Institute of Epidemiology, National Taiwan University

Experience:

Aasociate Professor, Department of Mathematics and Information Education,

       National Taipei University of Eduaction, 2021/8~

 

Aasociate Professor,  

Deparement of Data Science and Big Data Analytics,

Providence Universit, 2017/8~2021/7

 

Assistant Professor ,

         Department of Statisticas and informatics Science,

         Providence University, 2010/08~2017/7

 

Project Assistant Professor ,

         Master of PublicHealth Degree Program,

         National Taiwan University, 2009/11~2010/07

 

Publications

A. Journal  Papers 

  • Chen, P. C., Huang, S. Y., Chen, W.J. and Hsiao, C. K. (2009) A new regularized least squares support vector regression for gene selection. BMC Bioinformatics 2009, 10:44.

  • Chen, P. C.*, Lee, K. Y., Lee, T. J., Lee, Y. J. and Huang, S. Y. (2009) Multiclass support vector classification via coding and regression. Neurocomputing, doi:10.1016/j.neucom.2009.11.005.

  • Wei, Y. C., Wen, S. H., Chen, P. C., Wang, C. H. and Hsiao, C. K.*, (2010) A simple Bayesian mixture model with a hybrid procedure for genome-wide association studies.  European Journal of Human Genetics, 18, 942–947, doi:10.1038/ejhg.2010.51.

  • Miaw, S. C., Chen, J. S., Hsieh, P. C., Liu, C. Y., Chung, M. H., Chen, P. C., Chang, M. L., Chen, F. L.,  Kung, J. T., and Wang, L. F.* (2010) CD44-deficient mice do not exhibit impairment of epidermal Langerhans cell migration to lymph nodes after epicutaneous sensitization with protein. Journal of Investigative Dermatology, 130, 2674-2677, doi:10.1038/jid.2010.170.

  • Lu, T. P., Tsai, M. H., Lee, J. M., Hsu, C. P., Chen, P. C., Lin, C. W., Shih, J. Y., Yang, P. C., Hsiao, C. K., Lai, L. C., and Chuang, E. Y.* (2010) Identification of a novel biomarker, SEMA5A, for non-small cell lung carcinoma in nonsmoking women. Cancer Epidemiology Biomarkers & Prevention, 19 (10):2590-7.

  • Hsiao, C. K.*, Chen, P. C. and Kao, W. H., (2011) Bayesian random effects for inter-rater and test-retest reliability with nested clinical observations. Journal of Clinical Epidemiology, V.64, issue 7, 808-814.

  • Lu, T. P., Lai, L. C., Tsai, M. S., Chen, P. C., Hsu, P. C., Lee, J. M., Hsiao, C. K. and Chuang, E. Y.*, (2011) Integrated analyses of copy number variations and gene expression in lung adenocarcinoma. PLos One, V.6, issue 9, e24829.

  • Chen, Lee H., Kuo, W. H., Tsai, M. H., Chen, P. C., Hsiao, C. K., Chuang, E. Y., Hsieh, F. J., Lai, L. C.*, Chang, K. J., (2011) Identification of prognostic genes for recurrent risk prediction in triple negative breast cancer patients in Taiwan. PLos One, V.6, issue 11, e28222.

  • Lin, J. Y., Chen, J. S., Hsu, C. J., Miaw, S. C., Liu, C. Y., Lee, S. J., Chen, P. C., Wang, L. F.* (2012) Epicutaneous sensitization with protein antigen induces Th9 Cells. Journal of Investigative Dermatology, 132, 739–741; doi:10.1038/jid.2011.382.

  • Chen, P. C., Chen, Y. C., Lai, L. C., Tsai, M. H., Chen, S. K., Yang, P. W., Chang, K. J., Lee, Y. C., Hsiao, C. K., Lee, J. M., and Chuang, E. Y.*, (2012) Use of germline polymorphisms in predicting concurrent chemoradiotherapy response in esophageal cancer. International Journal of Radiation Oncology, Biology & Physics, 82 (5), 1996-2003.

  • Chen, P. C., Lu, T. P., Chang, J. C., Lai, L. C., Tsai, M. H., Hsiao, C. K., and Chuang, E. Y. *, (2013) Concurrent analysis of copy number variation and gene expression: application in paired non-smoking female lung cancer patients. International Journal of Data Mining and Bioinformatics, 8 (1), 92-104.

  • Lai, L. C., Tsai, M. H., Chen, P. C., Chen, H. L., Hsiao, J. H., Chen, S. K., Lu, T. P., Lee, J. M., Hsu, C. P., Hsiao, C. K., and Chuang, E. Y*, (2014) SNP rs10248565 in HDAC9 as a novel genomic aberration biomarker of lung adenocarcinoma in non-smoking women. Journal of Biomedical Science.2014, 21:24, DOI: 10.1186/1423-0127-21-24

  • Hsu, Y. S., Chen, P. C., Lee, M. Y., and Wu, C. H*., (2020) Applications of an Extended Geometric Brownian Motion Degradation Model. Communications in Statistics – Theory and Methods. https://doi.org/10.1080/03610926.2020.1764039

  • Hsu, Y. S., Chen, P. C., and Wu, C. H*., (2021) The optimal limit prices of limit orders under an extended geometric Brownian motion with bankruptcy risk. Mathematics (Special Issues).

  • Chen, Y. J., Chen, I. C., Lin, H. J., Lin, Y. C., Chang, J. C., Chen, Y. M., Hsiao, T. H., Chen, P. C.*, Lin, C. H.*, (2021) Association of ABCG2 rs2231142 allele and BMI with hyperuricemia in an east Asian population. Frontiers in Genetics,  https://doi.org/10.3389/fgene.2021.709887

  •  Chen, I. C., Chen, Y. J., Chen, Y. M., Lin, H. J., Lin, Y. C., Chagn, J. C., Chen, P. C.* and Lin, C. H.*, (2021) Interaction of Alcohol Consumption and ABCG2 rs2231142 Variant Contributes to Hyperuricemia in a Taiwanese Population. Journal of Personalized Medicine. https://doi.org/10.3390/jpm11111158

  • Hsu, Y. S., Chen, P. C. and Wu, C. H.*, (2022) Double-barrier option pricing equations under extended geometric Brownian motion with bankruptcy risk. Statistics & Probability Letters. V. 184. https://doi.org/10.1016/j.spl.2022.109383.

 

B. Conference Papers

  • Wang, P. C., Lai, L. C. Tsai, M.. H., Chuang, E. Y., Kao, C. Y., Chen, P. C., (2012) An algorithm for gene-gene interaction via deviance of independence, October 13-16, 2012, in Jeju Island, Korea. (poster)

  • Lu, T. P., Chen, P. C., Lai, L. C., Tsai, M. H., Hsiao, C. K., and Chuang, E. Y. (2010) Concurrent Analysis of Copy Number Variations and Expression Profiles to Identify Genes Associated with Tumorigenesis and Survival Outcome in Lung Adenocarcinoma. IEEE International Conference on Bioinformatics & Biomedicine, December 18-21, 2010, in Hong Kong.

  • Lu, R. Y., Hsiao, C. K., Tsai, M. H., Chen, P. C., Chuang, E. Y., and Lai, L. C. (2010) Utilizing Cox Regression Model to Assess the Relations between Predefined Gene Sets and the Survival Outcome of Lung Adenocarcinoma. IEEE International Conference on Bioinformatics & Biomedicine, December 18-21, 2010, in Hong Kong.

  • Chang, J. C., Lu, T. P., Lai, L. C., Tsai, M. H., Hsiao, C. K., Chuang, E. Y., and Chen, P. C. (2010)  Concurrent Analysis of Copy Number Variation and Gene Expression: Application in Paired Non-Smoking Female Lung Cancer Patients. IEEE International Conference on Bioinformatics & Biomedicine, December 18-21, 2010, in Hong Kong.

  • Chen, Lee, Lai, L. C., Hsiao, C. K., Chen, P. C., Tsai, M. H., Kuo, W. H., Chang, K. J., and Chuang, E. Y. (2010) Comparison of Triple Negative Breast Cancer between Asian and Western Data Sets. IEEE International Conference on Bioinformatics & Biomedicine, December 18-21, 2010, in Hong Kong. (workshop)

  • Chen, P. C., Chen, Y. C., Lai, L. C., Tsai, M. H., Chen, S. K., Yang, P. W., Chang, K. J., Lee, Y. C., Lee, J. M., and Chuang, E. Y. (2009) Two-stage genome-wide association study for CCRT response in esophageal cancer. American Association for Cancer Research 100th Annual Meeting, April 18-22, 2009, in Denver, USA. (poster)

  • Chen, P. C, Huang, S. Y., Chen, W.J., and Hsiao, C. K. (2008) A new support vector regression approach to gene selection. Joint Statistical Meetings of the American Statistical Association, August 3-7, 2008, in Denver, USA. (Invited)

  • Chen, P. C, Huang, S. Y., Chen, W.J., and Hsiao, C. K. (2008) A new support vector regression approach to gene selection. Workshop on statistical methodology on microarray data. Invited speaker. Taipei, Taiwan.