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    » Bayesian modelling of shared gene function
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    RECOMB
    2001
    Springer
    164views Computational Biology» more  RECOMB 2001»
    Context-specific Bayesian clustering for gene expression data
    14 years 11 months ago
    Context-specific Bayesian clustering for gene expression data
    Download  biocomp.bioen.uiuc.edu
    The recent growth in genomic data and measurements of genome-wide expression patterns allows us to apply computational tools to examine gene regulation by transcription factors. I...
    Yoseph Barash, Nir Friedman
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    JMLR
    2012
    195views Programming Languages» more  JMLR 2012»
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    12 years 1 months ago
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    Download  jmlr.csail.mit.edu
    To relax the homogeneity assumption of classical dynamic Bayesian networks (DBNs), various recent studies have combined DBNs with multiple changepoint processes. The underlying as...
    Marco Grzegorczyk, Dirk Husmeier
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    RECOMB
    2002
    Springer
    104views Computational Biology» more  RECOMB 2002»
    A bayesian approach to transcript estimation from gene array data: the BEAM technique
    14 years 11 months ago
    A bayesian approach to transcript estimation from gene array data: the BEAM technique
    Download  cbcl.mit.edu
    We present a new statistically optimal approach to estimate transcript levels and ratios from one or more gene array experiments. The Bayesian Estimation of Array Measurements (BE...
    Ron O. Dror, Jonathan G. Murnick, Nicola A. Rinald...
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    BMCBI
    2004
    115views more  BMCBI 2004»
    Quantifying the relationship between co-expression, co-regulation and gene function
    13 years 10 months ago
    Quantifying the relationship between co-expression, co-regulation and gene function
    Download  www.biomedcentral.com
    Background: It is thought that genes with similar patterns of mRNA expression and genes with similar functions are likely to be regulated via the same mechanisms. It has been diff...
    Dominic J. Allocco, Isaac S. Kohane, Atul J. Butte
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    JCB
    2007
    130views more  JCB 2007»
    Bayesian Inference of MicroRNA Targets from Sequence and Expression Data
    13 years 10 months ago
    Bayesian Inference of MicroRNA Targets from Sequence and Expression Data
    Download  morrislab.med.utoronto.ca
    MicroRNAs (miRNAs) regulate a large proportion of mammalian genes by hybridizing to targeted messenger RNAs (mRNAs) and down-regulating their translation into protein. Although mu...
    Jim C. Huang, Quaid Morris, Brendan J. Frey
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