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Exact Reconstruction of Gene Regulatory Networks using Compressive Sensing

bioRxiv

Apr 20, 2014

Young Hwan ChangClaire J Tomlin

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 Regulatory Networks
Graph Layout
Vitamin D Deficiency
Reconstructive Surgical Procedures
Biological Neural Networks
Structure
Research Study
Gene Expression
Genes
1
17
Paper Details
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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 Regulatory Networks
Graph Layout
Vitamin D Deficiency
Reconstructive Surgical Procedures
Biological Neural Networks
Structure
Research Study
Gene Expression
Genes
1
17
Paper Details
References
  • References
  • Citations
  • finger pointing at paper

    References currently unavailable

    We're still populating references for this paper, please check back later.
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