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Revealing strengths and weaknesses of methods for gene network inference

Numerous methods have been developed for inferring gene regulatory networks from expression data, however, both their absolute and comparative performance remain poorly understood. In this paper, we introduce a framework for critical performance assessment of methods for gene network inference. We p...

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Hlavní autoři: Marbach, Daniel, Prill, Robert J., Schaffter, Thomas, Mattiussi, Claudio, Floreano, Dario, Stolovitzky, Gustavo
Médium: Artigo
Jazyk:Inglês
Vydáno: National Academy of Sciences 2010
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2851985/
https://ncbi.nlm.nih.gov/pubmed/20308593
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0913357107
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