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    GPB
    2010
    231views Solid Modeling» more  GPB 2010»
    Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decompos
    13 years 2 months ago
    Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decompos
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    The detection of genes that show similar profiles under different experimental conditions is often an initial step in inferring the biological significance of such genes. Visualiz...
    Ferran Reverter, Esteban Vegas, Pedro Sánch...
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    BMCBI
    2007
    171views more  BMCBI 2007»
    Classification of microarray data using gene networks
    13 years 4 months ago
    Classification of microarray data using gene networks
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    Background: Microarrays have become extremely useful for analysing genetic phenomena, but establishing a relation between microarray analysis results (typically a list of genes) a...
    Franck Rapaport, Andrei Zinovyev, Marie Dutreix, E...
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    BMCBI
    2006
    165views more  BMCBI 2006»
    A stable gene selection in microarray data analysis
    13 years 5 months ago
    A stable gene selection in microarray data analysis
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    Background: Microarray data analysis is notorious for involving a huge number of genes compared to a relatively small number of samples. Gene selection is to detect the most signi...
    Kun Yang, Zhipeng Cai, Jianzhong Li, Guohui Lin
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    BMCBI
    2007
    140views more  BMCBI 2007»
    Prediction potential of candidate biomarker sets identified and validated on gene expression data from multiple datasets
    13 years 5 months ago
    Prediction potential of candidate biomarker sets identified and validated on gene expression data from multiple datasets
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    Background: Independently derived expression profiles of the same biological condition often have few genes in common. In this study, we created populations of expression profiles...
    Michael Gormley, William Dampier, Adam Ertel, Bilg...
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    PSB
    2003
    102views Applied Computing» more  PSB 2003»
    Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks
    13 years 6 months ago
    Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks
    Download  psb.stanford.edu
    Daniel P. Berrar, C. Stephen Downes, Werner Dubitz...
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