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Expectation propagation for large scale Bayesian inference of non-linear molecular networks from perturbation data

Inferring the structure of molecular networks from time series protein or gene expression data provides valuable information about the complex biological processes of the cell. Causal network structure inference has been approached using different methods in the past. Most causal network inference t...

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Detalles Bibliográficos
Publicado en:PLoS One
Main Authors: Narimani, Zahra, Beigy, Hamid, Ahmad, Ashar, Masoudi-Nejad, Ali, Fröhlich, Holger
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2017
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5293552/
https://ncbi.nlm.nih.gov/pubmed/28166542
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0171240
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