Inference of gene regulatory networks with sparse structural equation models exploiting genetic perturbations

Integrating genetic perturbations with gene expression data not only improves accuracy of regulatory network topology inference, but also enables learning of causal regulatory relations between genes. Although a number of methods have been developed to integrate both types of data, the desiderata of...

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Bibliografski detalji
Glavni autor: Cai, Xiaodong (author)
Daljnji autori: Bazerque, Juan Andrés (author), Giannakis, Georgios B (author)
Format: article
Jezik:engleski
Izdano: 2013
Teme:
Online pristup:https://hdl.handle.net/20.500.12008/41817
https://doi.org/10.1371/journal.pcbi.1003068
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