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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Bioinformatics
Egile Nagusiak: Ud-Dean, S. M. Minhaz, Gunawan, Rudiyanto
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Oxford University Press 2016
Gaiak:
Sarrera elektronikoa: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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