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    » SIMAGE: simulation of DNA-microarray gene expression data
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    BMCBI
    2005
    201views more  BMCBI 2005»
    A comparative study of discriminating human heart failure etiology using gene expression profiles
    13 years 7 months ago
    A comparative study of discriminating human heart failure etiology using gene expression profiles
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    Background: Human heart failure is a complex disease that manifests from multiple genetic and environmental factors. Although ischemic and non-ischemic heart disease present clini...
    Xiaohong Huang, Wei Pan, Suzanne Grindle, Xinqiang...
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    BMCBI
    2006
    154views more  BMCBI 2006»
    An improved procedure for gene selection from microarray experiments using false discovery rate criterion
    13 years 7 months ago
    An improved procedure for gene selection from microarray experiments using false discovery rate criterion
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    Background: A large number of genes usually show differential expressions in a microarray experiment with two types of tissues, and the p-values of a proper statistical test are o...
    James J. Yang, Mark C. K. Yang
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    BMCBI
    2006
    142views more  BMCBI 2006»
    Improving the Performance of SVM-RFE to Select Genes in Microarray Data
    13 years 7 months ago
    Improving the Performance of SVM-RFE to Select Genes in Microarray Data
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    Background: Recursive Feature Elimination is a common and well-studied method for reducing the number of attributes used for further analysis or development of prediction models. ...
    Yuanyuan Ding, Dawn Wilkins
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    PSB
    2004
    87views Applied Computing» more  PSB 2004»
    Modeling Cellular Processes with Variational Bayesian Cooperative Vector Quantizer
    13 years 9 months ago
    Modeling Cellular Processes with Variational Bayesian Cooperative Vector Quantizer
    Download  www.cs.pitt.edu
    Gene expression of a cell is controlled by sophisticated cellular processes. The capability of inferring the states of these cellular processes would provide insight into the mech...
    Xinghua Lu, Milos Hauskrecht, Roger S. Day
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    BMCBI
    2008
    88views more  BMCBI 2008»
    Microarray-based gene set analysis: a comparison of current methods
    13 years 7 months ago
    Microarray-based gene set analysis: a comparison of current methods
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    Background: The analysis of gene sets has become a popular topic in recent times, with researchers attempting to improve the interpretability and reproducibility of their microarr...
    Sarah Song, Michael A. Black
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