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    » Gene Expression Data Management: A Case Study
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    BMCBI
    2011
    256views Artificial Intelligence» more  BMCBI 2011»
    Cell Subset Prediction for Blood Genomic Studies
    13 years 1 months ago
    Cell Subset Prediction for Blood Genomic Studies
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    Background: Genome-wide transcriptional profiling of patient blood samples offers a powerful tool to investigate underlying disease mechanisms and personalized treatment decisions...
    Christopher R. Bolen, Mohamed Uduman, Steven H. Kl...
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    BMCBI
    2008
    115views more  BMCBI 2008»
    Principal components analysis based methodology to identify differentially expressed genes in time-course microarray data
    13 years 10 months ago
    Principal components analysis based methodology to identify differentially expressed genes in time-course microarray data
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    Background: Time-course microarray experiments are being increasingly used to characterize dynamic biological processes. In these experiments, the goal is to identify genes differ...
    Sudhakar Jonnalagadda, Rajagopalan Srinivasan
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    BMCBI
    2006
    148views more  BMCBI 2006»
    Exploiting the full power of temporal gene expression profiling through a new statistical test: Application to the analysis of m
    13 years 9 months ago
    Exploiting the full power of temporal gene expression profiling through a new statistical test: Application to the analysis of m
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    Background: The identification of biologically interesting genes in a temporal expression profiling dataset is challenging and complicated by high levels of experimental noise. Mo...
    Veronica Vinciotti, Xiaohui Liu, Rolf Turk, Emile ...
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    KDD
    2004
    ACM
    302views Data Mining» more  KDD 2004»
    Redundancy based feature selection for microarray data
    14 years 10 months ago
    Redundancy based feature selection for microarray data
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    In gene expression microarray data analysis, selecting a small number of discriminative genes from thousands of genes is an important problem for accurate classification of diseas...
    Lei Yu, Huan Liu
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    BMCBI
    2007
    154views more  BMCBI 2007»
    h-Profile plots for the discovery and exploration of patterns in gene expression data with an application to time course data
    13 years 9 months ago
    h-Profile plots for the discovery and exploration of patterns in gene expression data with an application to time course data
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    Background: An ever increasing number of techniques are being used to find genes with similar profiles from microarray studies. Visualization of gene expression profiles can aid t...
    Yvonne E. Pittelkow, Susan R. Wilson
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