圖示 系所成員
陳佩君
職稱: 副教授
公告者:ywtseng | 公告時間:2018/2/10
陳佩君
姓名: 陳佩君
職稱: 副教授
研究室:
E-Mail: pcchen3@pu.edu.tw
分機: 15103
專長: 機器學習與資料採礦、生物統計及生物資訊、長期追蹤資料分析

陳佩君 Pei-Chun Chen

最高學歷:

台灣大學流行病學研究所 博士 、台灣大學流行病學研究所 碩士、東華大學應用數學系 學士

職  稱:

副教授

專長學科:

[1]貝氏分析

[2]生物統計

[3]機器學習與資料採礦

 

學位論文:

  1. Pei-Chun Chen (2008/1). Support Vector Machines: Classification with Coding and Regression for Gene Selection. Ph.D. dissertation, 台灣大學流行病學研究所, 台北市.
  2. 陳佩君 (2003/6)利用貝氏統計推論變異成分數之REML估計值。碩士論文,台灣大學流行病學研究所,台北市。

著作目錄

A.期刊論文:

  1. Lai, Liang-Chuan; Tsia, Mong-Hsun; Chen, Pei-Chun; Chen, Lee H; Hsiao, Jen-Hao; Chen, Shin-Kuang; Lu, Tzu-Pin; Lee, Jang-Ming; Hsu, Chung-Ping; Hsiao, Chuhsing K; Chuang, Eric Y (2014/3/21). SNP rs10248565 in HDAC9 as a novel genomic aberration biomarker of lung adenocarcinoma in non-smoking women. Journal of Biomedical Science, Vol. 21 , No. 24 .[SCI]
  2. Pei-Chun Chen (2013/5). 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., Vol. 8 , No. 2 , p.p.92 -104 .[SCI]
  3. Pei-Chun Chen (2012/4). Use of Germline Polymorphisms in Predicting Concurrent Chemoradiotherapy Response in Esophageal Cancer. International Journal of Radiation Oncology, Biology & Physics, Vol. 82 , No. 5 , p.p.1996 -2003 .[SCI]
  4. Pei-Chun Chen (2012/3). Epicutaneous Sensitization with Protein Antigen Induces Th9 Cells. Journal of Investigative Dermatology, Vol. 132 , p.p.739 -741 .[SCI]
  5. Pei-Chun Chen (2011/11/29). Identification of Prognostic Genes for Recurrent Risk Prediction in Triple Negative Breast Cancer Patients in Taiwan. PLosOne, Vol. 6 , No. 11 .[SCI]
  6. Pei-Chun Chen (2011/9/14). Integrated Analyses of Copy Number Variations and Gene Expression in Lung Adenocarcinoma. PLosOne, Vol. 6 , No. 9 .[SCI]
  7. Pei-Chun Chen (2011/2). Bayesian random effects for inter-rater and test-retest reliability with nested clinical observations. Journal of Clinical Epidemiology, Vol. 64 , No. 7 , p.p.808 -814 .[SCI]
  8. Pei-Chun Chen (2010/11). CD44-deficient mice do not exhibit impairment of epidermal Langerhans cell migration to lymph nodes after epicutaneous sensitization with protein. Journal of Investigative Dermatology, No. 130 , p.p.2674 -2677 .[SCI]
  9. Pei-Chun Chen (2010/10). Identification of a Novel Biomarker, SEMA5A, for Non-Small Cell Lung Carcinoma in Nonsmoking Women. Cancer Epidemiology Biomarkers & Prevention, Vol. 19 , No. 10 , p.p.2590 -2597 .[SCI]
  10. Pei-Chun Chen (2010/4/21). A simple Bayesian mixture model with a hybrid procedure for genome-wide association studies. European Journal of Human Genetics, No. 18 , p.p.942 -947 .[SCI]
  11. Pei-Chun Chen (2009/11). Multiclass support vector classification via coding and regression. Neurocomputing, Col. 10:1016 .[SCI]
  12. Pei-Chun Chen (2009/1). A new regularized least squares support vector regression for gene selection.. BMC Bioinformatics, p.p.10 -44 .[SCI]

B.會議論文:

  1. Wang, Pin-Cian; Lai, Liang-Chuan; Tsai, Mong-Hsun; Chuang, Eric Y.; Kao, Cheng-Yan; Chen, Pei-Chun (2012/10/13-2012/10/16). An Algorithm for Gene-Gene Interaction via Deviance of Independence. Seoul National University College of Medicine, Korea Advanced Institute of Science and Technology (KAIST),Translational Bioinformatics Conference. .
  2. Pei-Chun Chen (2010/12/18). 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. :IEEE International Conference on Bioinformatics & Biomedicine.
  3. Pei-Chun Chen (2010/12/18). 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. :IEEE International Conference.
  4. Pei-Chun Chen (2010/12/18). Concurrent Analysis of Copy Number Variation and Gene Expression: Application in Paired Non-Smoking Female Lung Cancer Patients. IEEE International Conference on Bioinformatics & Biomedicine. :IEEE International Conference on Bioinformatics & Biomedicine.
  5. Pei-Chun Chen (2010/12/18). Comparison of Triple Negative Breast Cancer between Asian and Western Data Sets. IEEE International Conference on Bioinformatics & Biomedicine. :IEEE International Conference on Bioinformatics & Biomedicine.

D.研究報告(研究計畫):

  1. 陳佩君,李美賢 (2015/8/1 - 2016/7/31)利用高斯連結模式分析多變量邏輯斯迴歸之貝氏統計推論\ (科技部計畫,MOST 104-2118-M-126-001- )
  2. 陳佩君 (2015/8/1 - 2016/7/31)多重線性羅吉斯迴歸及其應用 (科技部計畫,103-2118-M-001-010-MY2 )
  3. 陳佩君,李美賢 (2012/8/1 - 2013/7/31)結合各基因體平台之整合性分析方法 (科技部計畫,NSC101-2118-M-126-002 )
  4. 李美賢,陳佩君 (2012/8/1 - 2013/7/31)家族單倍體資料之特定單倍體檢定方法 (科技部計畫,101-2118-M-133-001- )
  5. 陳佩君,李美賢 (2011/8/1 - 2012/7/31)結合拷貝數、甲基化資料與基因表現量之整合性分析方法 (科技部計畫,NSC100-2118-M-126 -001 )
  6. 蕭自宏,陳佩君 (2018/1/1 - 2018/12/31)建立循環腫瘤細胞純 化流程並利用全基因 定序找尋變異基因 (臺中榮民 總醫院研 究部,TCVGHPU1078105)

E.發明專利:

  1. 陳佩君 (2009/10/20-2029/10/19)預測食道癌病患對於化學暨放射線療法之反應的方法及套組。中華民國發明專利第098135448
  2. Chen, Pei-Chun, Chen, Yen-Ching, Lai, Liang-Chuan, Tsai Mong-Hsun, Chen, Shin-Kuang, Yang, Pei-Wen, Lee, Jang-Ming, Chuang, Eric Y., Hsiao, Chuhsing K. (2009/10/20-2029/10/19). BIOMARKERS FOR PREDICTING RESPONSE OF ESOPHAGEAL CANCER PATIENT TO CHEMORADIOTHERAPY. US 8286562 B2 .

F.獲獎記錄:

  1. 陳佩君 (2012/12)2011-2012年財團法人癌症防治基金會放射腫瘤治療學術論文獎。財團法人癌症防治基金會。



 

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