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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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Detalles Bibliográficos
Autores principales: Omranian, Nooshin, Eloundou-Mbebi, Jeanne M. O., Mueller-Roeber, Bernd, Nikoloski, Zoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4750075/
https://www.ncbi.nlm.nih.gov/pubmed/26864687
http://dx.doi.org/10.1038/srep20533