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Optimal design of gene knockout experiments for gene regulatory network inference

Motivation: We addressed the problem of inferring gene regulatory network (GRN) from gene expression data of knockout (KO) experiments. This inference is known to be underdetermined and the GRN is not identifiable from data. Past studies have shown that suboptimal design of experiments (DOE) contrib...

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Publicat a:Bioinformatics
Autors principals: Ud-Dean, S. M. Minhaz, Gunawan, Rudiyanto
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2016
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4803391/
https://ncbi.nlm.nih.gov/pubmed/26568633
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btv672
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