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    BMCBI
    2008
    142views more  BMCBI 2008»
    Microarray data mining: A novel optimization-based approach to uncover biologically coherent structures
    14 years 9 months ago
    Microarray data mining: A novel optimization-based approach to uncover biologically coherent structures
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    Background: DNA microarray technology allows for the measurement of genome-wide expression patterns. Within the resultant mass of data lies the problem of analyzing and presenting...
    Meng Piao Tan, Erin N. Smith, James R. Broach, Chr...
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    BMCBI
    2006
    124views more  BMCBI 2006»
    Network-based de-noising improves prediction from microarray data
    14 years 9 months ago
    Network-based de-noising improves prediction from microarray data
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    Background: Prediction of human cell response to anti-cancer drugs (compounds) from microarray data is a challenging problem, due to the noise properties of microarrays as well as...
    Tsuyoshi Kato, Yukio Murata, Koh Miura, Kiyoshi As...
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    BIOCOMP
    2006
    233views Bioinformatics» more  BIOCOMP 2006»
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    14 years 10 months ago
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
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    Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
    Yu Zhang, Zhidong Deng, Hongshan Jiang, Peifa Jia
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    BMCBI
    2006
    165views more  BMCBI 2006»
    A stable gene selection in microarray data analysis
    14 years 9 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
    169views more  BMCBI 2007»
    Transcriptional regulatory network refinement and quantification through kinetic modeling, gene expression microarray data and i
    14 years 9 months ago
    Transcriptional regulatory network refinement and quantification through kinetic modeling, gene expression microarray data and i
    Download  www.biomedcentral.com
    Background: Gene expression microarray and other multiplex data hold promise for addressing the challenges of cellular complexity, refined diagnoses and the discovery of well-targ...
    Abdallah Sayyed-Ahmad, Kagan Tuncay, Peter J. Orto...
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