Gene regulatory network inference using fused LASSO on multiple data sets

Devising computational methods to accurately reconstruct gene regulatory networks given gene expression data is key to systems biology applications. Here we propose a method for reconstructing gene regulatory networks by simultaneous consideration of data sets from different perturbation experiments...

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Bibliographic Details
Main Authors: Omranian, Nooshin, Eloundou-Mbebi, Jeanne M. O., Mueller-Roeber, Bernd, Nikoloski, Zoran
Format: Online
Language:English
Published: Nature Publishing Group 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4750075/