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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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Dettagli Bibliografici
Pubblicato in:PLoS One
Autori principali: Narimani, Zahra, Beigy, Hamid, Ahmad, Ashar, Masoudi-Nejad, Ali, Fröhlich, Holger
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2017
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Accesso online: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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