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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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Bibliografiska uppgifter
I publikationen:Sci Rep
Huvudupphovsmän: Omranian, Nooshin, Eloundou-Mbebi, Jeanne M. O., Mueller-Roeber, Bernd, Nikoloski, Zoran
Materialtyp: Artigo
Språk:Inglês
Publicerad: Nature Publishing Group 2016
Ämnen:
Länkar: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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