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Identifying regulational alterations in gene regulatory networks by state space representation of vector autoregressive models and variational annealing

BACKGROUND: In the analysis of effects by cell treatment such as drug dosing, identifying changes on gene network structures between normal and treated cells is a key task. A possible way for identifying the changes is to compare structures of networks estimated from data on normal and treated cells...

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Detalles Bibliográficos
Autores principales: Kojima, Kaname, Imoto, Seiya, Yamaguchi, Rui, Fujita, André, Yamauchi, Mai, Gotoh, Noriko, Miyano, Satoru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3587380/
https://www.ncbi.nlm.nih.gov/pubmed/22369122
http://dx.doi.org/10.1186/1471-2164-13-S1-S6