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    » Gene Classification using Expression Profiles: A Feasibility...
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    BMCBI
    2007
    112views more  BMCBI 2007»
    Inferring biological functions and associated transcriptional regulators using gene set expression coherence analysis
    13 years 7 months ago
    Inferring biological functions and associated transcriptional regulators using gene set expression coherence analysis
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    Background: Gene clustering has been widely used to group genes with similar expression pattern in microarray data analysis. Subsequent enrichment analysis using predefined gene s...
    Tae-Min Kim, Yeun-Jun Chung, Mun-Gan Rhyu, Myeong ...
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    RECOMB
    2008
    Springer
    158views Computational Biology» more  RECOMB 2008»
    Detecting Disease-Specific Dysregulated Pathways Via Analysis of Clinical Expression Profiles
    14 years 8 months ago
    Detecting Disease-Specific Dysregulated Pathways Via Analysis of Clinical Expression Profiles
    Download  acgt.cs.tau.ac.il
    We present a method for identifying connected gene subnetworks significantly enriched for genes that are dysregulated in specimens of a disease. These subnetworks provide a signat...
    Igor Ulitsky, Richard M. Karp, Ron Shamir
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    BMCBI
    2007
    78views more  BMCBI 2007»
    Improved human disease candidate gene prioritization using mouse phenotype
    13 years 7 months ago
    Improved human disease candidate gene prioritization using mouse phenotype
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    Background: The majority of common diseases are multi-factorial and modified by genetically and mechanistically complex polygenic interactions and environmental factors. High-thro...
    Jing Chen, Huan Xu, Bruce J. Aronow, Anil G. Jegga
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    BMCBI
    2008
    82views more  BMCBI 2008»
    Gene expression profile of peripheral blood mononuclear cells in response to HIV-VLPs stimulation
    13 years 7 months ago
    Gene expression profile of peripheral blood mononuclear cells in response to HIV-VLPs stimulation
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    Background: Baculovirus-expressed HIV-1 Pr55gag Virus-Like Particles (HIV-VLPs) induce maturation and activation of monocyte-derived dendritic cells (MDDCs) with a production of T...
    Luigi Buonaguro, Alessandro Monaco, Eleonora Aric&...
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    BMCBI
    2007
    173views more  BMCBI 2007»
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
    13 years 7 months ago
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
    Download  www.biomedcentral.com
    Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
    Malik Yousef, Segun Jung, Louise C. Showe, Michael...
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