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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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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Narimani, Zahra, Beigy, Hamid, Ahmad, Ashar, Masoudi-Nejad, Ali, Fröhlich, Holger
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2017
Fag:
Online adgang: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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