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    BMCBI
    2004
    158views more  BMCBI 2004»
    A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data
    13 years 4 months ago
    A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data
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    Background: The main goal in analyzing microarray data is to determine the genes that are differentially expressed across two types of tissue samples or samples obtained under two...
    Kayvan Najarian, Maryam Zaheri, Ali Ajdari Rad, Si...
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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 4 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
    2004
    169views more  BMCBI 2004»
    A power law global error model for the identification of differentially expressed genes in microarray data
    13 years 4 months ago
    A power law global error model for the identification of differentially expressed genes in microarray data
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    Background: High-density oligonucleotide microarray technology enables the discovery of genes that are transcriptionally modulated in different biological samples due to physiolog...
    Norman Pavelka, Mattia Pelizzola, Caterina Vizzard...
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    BMCBI
    2005
    113views more  BMCBI 2005»
    Normal uniform mixture differential gene expression detection for cDNA microarrays
    13 years 4 months ago
    Normal uniform mixture differential gene expression detection for cDNA microarrays
    Download  www.biomedcentral.com
    Background: One of the primary tasks in analysing gene expression data is finding genes that are differentially expressed in different samples. Multiple testing issues due to the ...
    Nema Dean, Adrian E. Raftery
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    BMCBI
    2005
    169views more  BMCBI 2005»
    An adaptive method for cDNA microarray normalization
    13 years 4 months ago
    An adaptive method for cDNA microarray normalization
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    Background: Normalization is a critical step in analysis of gene expression profiles. For duallabeled arrays, global normalization assumes that the majority of the genes on the ar...
    Yingdong Zhao, Ming-Chung Li, Richard Simon
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