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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Omranian, Nooshin, Eloundou-Mbebi, Jeanne M. O., Mueller-Roeber, Bernd, Nikoloski, Zoran
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4750075/
https://ncbi.nlm.nih.gov/pubmed/26864687
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep20533
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