Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks

<p>Abstract</p> <p>Background</p> <p>Reverse engineering cellular networks is currently one of the most challenging problems in systems biology. Dynamic Bayesian networks (DBNs) seem to be particularly suitable for inferring relationships between cellular variables from...

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Bibliographic Details
Main Authors: Ramoni Marco F, Sebastiani Paola, Ferrazzi Fulvia, Bellazzi Riccardo
Format: Article
Language:English
Published: BMC 2007-05-01
Series:BMC Bioinformatics
Online Access:http://www.biomedcentral.com/1471-2105/8/S5/S2