Weijun Luo

Summary

Affiliation: Cold Spring Harbor Laboratory
Country: USA

Publications

  1. pmc Learning transcriptional regulatory networks from high throughput gene expression data using continuous three-way mutual information
    Weijun Luo
    Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
    BMC Bioinformatics 9:467. 2008
  2. doi request reprint Reconstructing transcriptional regulatory networks using three-way mutual information and Bayesian networks
    Weijun Luo
    Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
    Methods Mol Biol 674:401-18. 2010
  3. pmc GAGE: generally applicable gene set enrichment for pathway analysis
    Weijun Luo
    Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
    BMC Bioinformatics 10:161. 2009
  4. pmc Time series gene expression profiling and temporal regulatory pathway analysis of BMP6 induced osteoblast differentiation and mineralization
    Weijun Luo
    Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
    BMC Syst Biol 5:82. 2011

Detail Information

Publications4

  1. pmc Learning transcriptional regulatory networks from high throughput gene expression data using continuous three-way mutual information
    Weijun Luo
    Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
    BMC Bioinformatics 9:467. 2008
    ..With these improvements, we provide a more realistic representation of the underlying biological system...
  2. doi request reprint Reconstructing transcriptional regulatory networks using three-way mutual information and Bayesian networks
    Weijun Luo
    Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
    Methods Mol Biol 674:401-18. 2010
    ..2008) BMC Bioinformatics 9, 467; Luo (2008) Gene regulatory network reconstruction and pathway inference from high throughput gene expression data. PhD thesis). We also cover the closely related Bayesian network method in detail...
  3. pmc GAGE: generally applicable gene set enrichment for pathway analysis
    Weijun Luo
    Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
    BMC Bioinformatics 10:161. 2009
    ..However, previous GSA methods have limited usage as they cannot handle datasets of different sample sizes or experimental designs...
  4. pmc Time series gene expression profiling and temporal regulatory pathway analysis of BMP6 induced osteoblast differentiation and mineralization
    Weijun Luo
    Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
    BMC Syst Biol 5:82. 2011
    ..Unfortunately, the signaling pathways regulated by BMP6 are largely uncharacterized due to both a lack of data and the complexity of the response...