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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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Dettagli Bibliografici
Pubblicato in:Sci Rep
Autori principali: Omranian, Nooshin, Eloundou-Mbebi, Jeanne M. O., Mueller-Roeber, Bernd, Nikoloski, Zoran
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group 2016
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Accesso online: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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