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Exact reconstruction of gene regulatory networks using compressive sensing

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 connectivity. We...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Chang, Young Hwan, Gray, Joe W, Tomlin, Claire J
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4308013/
https://ncbi.nlm.nih.gov/pubmed/25495633
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-014-0400-4
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