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Success in the DREAM3 Signaling Response Challenge Using Simple Weighted-Average Imputation: Lessons for Community-Wide Experiments in Systems Biology

Our group produced the best predictions overall in the DREAM3 signaling response challenge, being tops by a substantial margin in the cytokine sub-challenge and nearly tied for best in the phosphoprotein sub-challenge. We achieved this success using a simple interpolation strategy. For each combinat...

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Detalhes bibliográficos
Main Authors: Clarke, Neil D., Bourque, Guillaume
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2811179/
https://ncbi.nlm.nih.gov/pubmed/20126276
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0008417
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