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    BIOINFORMATICS
    2005
    60views more  BIOINFORMATICS 2005»
    Biomarker discovery in microarray gene expression data with Gaussian processes
    13 years 4 months ago
    Biomarker discovery in microarray gene expression data with Gaussian processes
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    Wei Chu, Zoubin Ghahramani, Francesco Falciani, Da...
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    BMCBI
    2008
    167views more  BMCBI 2008»
    Expression profiles of switch-like genes accurately classify tissue and infectious disease phenotypes in model-based classificat
    13 years 4 months ago
    Expression profiles of switch-like genes accurately classify tissue and infectious disease phenotypes in model-based classificat
    Download  www.biomedcentral.com
    Background: Large-scale compilation of gene expression microarray datasets across diverse biological phenotypes provided a means of gathering a priori knowledge in the form of ide...
    Michael Gormley, Aydin Tozeren
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    BMCBI
    2007
    194views more  BMCBI 2007»
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
    13 years 4 months ago
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
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    Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
    Xin Zhao, Leo Wang-Kit Cheung
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    BMCBI
    2010
    132views more  BMCBI 2010»
    Error margin analysis for feature gene extraction
    13 years 4 months ago
    Error margin analysis for feature gene extraction
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    Background: Feature gene extraction is a fundamental issue in microarray-based biomarker discovery. It is normally treated as an optimization problem of finding the best predictiv...
    Chi Kin Chow, Hai Long Zhu, Jessica Lacy, Winston ...
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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 4 months ago
    h-Profile plots for the discovery and exploration of patterns in gene expression data with an application to time course data
    Download  www.biomedcentral.com
    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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