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Exact Reconstruction of Gene Regulatory Networks using Compressive Sensing

bioRxiv

Apr 20, 2014

Young Hwan ChangClaire J. Tomlin

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Abstract

Background: We consider the problem of reconstructing a gene regulatory network structure from limited time series gene expression data, without any a priori knowledge of connectivity. We assume that the network is sparse, meaning the connectivity among genes is much less than full conn...read more

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Gene Expression
Research Study
Structure
Biological Neural Networks
Genes
Reconstructive Surgical Procedures
Vitamin D Deficiency
Gene Regulatory Networks
Graph Layout
1
17
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  • Exact Reconstruction of Gene Regulatory Networks using Compressive Sensing

    bioRxiv

    Apr 20, 2014

    Young Hwan ChangClaire J. Tomlin

    PMID: 990004242

    DOI: 10.1101/004242

    Abstract

    Background: We consider the problem of reconstructing a gene regulatory network structure from limited time series gene expression data, without any a priori knowledge of connectivity. We assume that the network is sparse, meaning the connectivity among genes is much less than full conn...read more

    Mentioned in this Paper

    Gene Expression
    Research Study
    Structure
    Biological Neural Networks
    Genes
    1
    17
    Paper Details
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