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Time Delayed Causal Gene Regulatory Network Inference with Hidden Common Causes

Inferring the gene regulatory network (GRN) is crucial to understanding the working of the cell. Many computational methods attempt to infer the GRN from time series expression data, instead of through expensive and time-consuming experiments. However, existing methods make the convenient but unreal...

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Detalles Bibliográficos
Autores principales: Lo, Leung-Yau, Wong, Man-Leung, Lee, Kin-Hong, Leung, Kwong-Sak
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4578777/
https://www.ncbi.nlm.nih.gov/pubmed/26394325
http://dx.doi.org/10.1371/journal.pone.0138596