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Menghui Zhang
Life Science
Shanghai Jiao Tong University
Shanghai
Language: Chinese, English
Contact
Data Analysis Computational Biology Bioinformatics Multivariate Systems Biology Biological Data Mining Statistical Methods Machine Learning Health Data Biostatistics
Areas of Focus
  • Multivariate data analysis
  • Bioinformatics
Work Experience
  • 1990-1998 - Hunan Provincial Drug Inspection Institute - Drug supervision, bioassay, and pharmacological evaluation
  • 1998-1999 - Toyama Medical and Pharmaceutical University, Japan - Research on dementia models and anti-dementia herbal medicine
  • 2005-present - Shanghai Jiao Tong University, School of Life Sciences and Technology - Computational biology in systems biology research
Academic Background & Achievements
  • 1990 Bachelor of Pharmacy, China Pharmaceutical University
  • Master of Pharmacy, PhD in Pharmacy, Université Libre de Bruxelles (1999-2005)
Publications
  • Structural segregation of gut microbiota between colorectal cancer patients and healthy volunteers, T. Wang, G. Cai, Y. Qiu, N. Fei, M. Zhang, X. Pang, W. Jia, S. Cai, L. Zhao, 2011
  • Development of a fluorophore-ribosomal DNA restriction typing method for monitoring structural shifts of microbial communities, T. Wang, X. Zhang, M. Zhang, L. Wang, L. Zhao, 2011
  • Structural shifts of gut microbiota as surrogate endpoints for monitoring host health changes induced by carcinogen exposure, H. Wei, L. Dong, T. Wang, M. Zhang, W. Hua, C. Zhang, X. Pang, M. Chen, M. Su, Y. Qiu, M. Zhou, S. Yang, Z. Chen, M. Rantalainen, J. K. Nicholson, W. Jia, D. Wu, L. Zhao, 2010
  • Interactions between gut microbiota, host genetics, and diet relevant to development of metabolic syndromes in mice, C. Zhang, M. Zhang, S. Wang, R. Han, Y. Cao, W. Hua, Y. Mao, X. Zhang, X. Pang, C. Wei, G. Zhao, Y. Chen, L. Zhao, 2010
  • CVTree in the analysis of microbial community structure in 454 high-throughput sequencing, Hua Weiying, Xu Zhao, Zhang Menghui, Li Min, Zhang Chenhong, Zhao Liping, 2010
  • Pattern extraction of structural responses of gut microbiota to rotavirus infection via multivariate statistical analysis of clone library data, M. Zhang, C. Zhang, H. Du, G. Wei, X. Pang, H. Zhou, B. Liu, L. Zhao, 2009
  • Symbiotic gut microbes modulate human metabolic phenotypes, M. Li, B. Wang, M. Zhang, M. Rantalainen, S. Wang, et al., 2008
  • Boosted regression trees, multivariate adaptive regression splines and their two-step combinations with multiple linear regression or partial least squares to predict blood–brain barrier passage: A case study, E. Deconinck, M. Zhang, F. Petitet, E. Dubus, I. Ijjaali, D. Coomans, Y. Vander Heyden, 2008
  • Evaluation of boosted regression trees (BRT) and two-step BRT procedures to model and predict blood-brain barrier passage, E. Deconinck, M. Zhang, D. Coomans, Y. Vander Heyden, 2007
  • Classification tree models for the prediction of blood-brain barrier passage of drugs, E. Deconinck, M. Zhang, D. Coomans, Y. Vander Heyden, 2006
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