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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Cai, Xiaodong, Bazerque, Juan Andrés, Giannakis, Georgios B.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2013
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3662697/
https://ncbi.nlm.nih.gov/pubmed/23717196
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003068
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