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    » DNA Microarray Image Intensity Extraction using Eigenspots
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    BMCBI
    2006
    103views more  BMCBI 2006»
    Probe-level linear model fitting and mixture modeling results in high accuracy detection of differential gene expression
    13 years 5 months ago
    Probe-level linear model fitting and mixture modeling results in high accuracy detection of differential gene expression
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    Background: The identification of differentially expressed genes (DEGs) from Affymetrix GeneChips arrays is currently done by first computing expression levels from the low-level ...
    Sébastien Lemieux
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    BMCBI
    2007
    126views more  BMCBI 2007»
    Using gene expression data and network topology to detect substantial pathways, clusters and switches during oxygen deprivation
    13 years 5 months ago
    Using gene expression data and network topology to detect substantial pathways, clusters and switches during oxygen deprivation
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    Background: Biochemical investigations over the last decades have elucidated an increasingly complete image of the cellular metabolism. To derive a systems view for the regulation...
    Gunnar Schramm, Marc Zapatka, Roland Eils, Rainer ...
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    DAGSTUHL
    2009
    168views Software Engineering» more  DAGSTUHL 2009»
    Learning Highly Structured Manifolds: Harnessing the Power of SOMs
    13 years 6 months ago
    Learning Highly Structured Manifolds: Harnessing the Power of SOMs
    Download  www.ece.rice.edu
    Abstract. In this paper we elaborate on the challenges of learning manifolds that have many relevant clusters, and where the clusters can have widely varying statistics. We call su...
    Erzsébet Merényi, Kadim Tasdemir, Li...
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