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    BMCBI
    2004
    162views more  BMCBI 2004»
    Identifying spatially similar gene expression patterns in early stage fruit fly embryo images: binary feature versus invariant m
    13 years 7 months ago
    Identifying spatially similar gene expression patterns in early stage fruit fly embryo images: binary feature versus invariant m
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    Background: Modern developmental biology relies heavily on the analysis of embryonic gene expression patterns. Investigators manually inspect hundreds or thousands of expression p...
    Rajalakshmi Gurunathan, Bernard Van Emden, Sethura...
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    BMCBI
    2007
    146views more  BMCBI 2007»
    Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data
    13 years 7 months ago
    Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data
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    Background: Transcriptional modules (TM) consist of groups of co-regulated genes and transcription factors (TF) regulating their expression. Two high-throughput (HT) experimental ...
    Xiangdong Liu, Walter J. Jessen, Siva Sivaganesan,...
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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
    13 years 7 months ago
    Transcriptional regulatory network refinement and quantification through kinetic modeling, gene expression microarray data and i
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    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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    BMCBI
    2006
    126views more  BMCBI 2006»
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    13 years 7 months ago
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
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    Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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    BMCBI
    2010
    243views more  BMCBI 2010»
    Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data
    13 years 7 months ago
    Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data
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    Background: Visualization of DNA microarray data in two or three dimensional spaces is an important exploratory analysis step in order to detect quality issues or to generate new ...
    Christoph Bartenhagen, Hans-Ulrich Klein, Christia...
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