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DENG Minghua
Professor
dengmh@math.pku.edu.cn
Phone :86-10-62767562
Office :1579E

Education

Ph.D, Applied Mathematics, Peking University, Beijing, China, 1998.

M.S., Applied Mathematics, Peking University, Beijing, China, 1994.

B.S., Applied Mathematics, Peking University, Beijing, China, 1991.


Research Interests

Bioinformatics, Computational Biology, Biostatistics

1. Next generation data analysis

2. Network inference and anlaysis

3.Metagenomics data analysis

4. Genome-wise association study (GWAS)

Selected Publications

  • Zengmiao Wang, Huaying Fang, Nelson LS Tang and Minghua Deng. "VCNet: Vector based gene Co-expression Network construction and its application to RNA-seq data". Bioinformatics 2017 Mar 8. doi: 10.1093/bioinformatics/btx131. [Epub ahead of print] (2017).
  • Huaying Fang, Chengcheng Huang, Hongyu Zhao and Minghua Deng. "CCLasso: Correlation Inference for Compositional Data through Lasso". Bioinformatics. 31(19): 3172-80 (2015)
  • Lin Wang, Wei Zheng, Hongyu Zhao, Minghua Deng. "Statistical Analysis Reveals Co-Expression Patterns of Many Pairs of Genes in Yeast Are Jointly Regulated by Interacting Loci". PLoS Genetics 9(3): e1003414 (2013)
  • Lin Wang, Lin Hou, Minping Qian, Minghua Deng. "Integrating Phosphorylation Network with Transcriptional Network Reveals Novel Functional Relationships".PLoS One 7(3):e33160 (2012).
  • Lin Hou, Lin Wang, Minping Qian, Dong Li, Chao Tang, Yunping Zhu, Minghua Deng, Fangting Li. "Modular analysis of the probabilistic genetic interaction network". Bioinformatics 27(6):853-859 (2011).