Article
Gene regulatory network reconstruction using Bayesian networks, the Dantzig Selector, the Lasso and their meta-analysis.
PloS one - 1 Jan 2011
Vignes Matthieu, Vandel Jimmy, Allouche David, Ramadan-Alban Nidal, Cierco-Ayrolles Christine, Schiex Thomas, Mangin Brigitte, de Givry Simon
Abstract excerpt
Modern technologies and especially next generation sequencing facilities are giving a cheaper access to genotype and genomic data measured on the same sample at once. This creates an ideal situation for multifactorial experiments designed to infer gene regulatory networks. The fifth "Dialogue for Reverse Engineering Assessments and Methods" (DREAM5) challenges are aimed at assessing methods and associated...
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