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A Bayesian networks approach for predicting protein-protein interactions from genomic data

by Ronald Jansen, Haiyuan Yu, Dov Greenbaum, Yuval Kluger, Nevan J Krogan, Sambath Chung, Andrew Emili, Michael Snyder, Jack F Greenblatt, Mark Gerstein - SCIENCE , 2003
"... We developed an approach using Bayesian networks to predict protein-protein interactions genome-wide in yeast. Our method naturally weights and combines into reliable predictions genomic features only weakly associated with interaction (e.g., mRNA co-expression, co-essentiality and co-localization). ..."
Abstract - Cited by 294 (11 self) - Add to MetaCart
analysis, which gives a comprehensive view of yeast interactions, is available at genecensus.org/intint.
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