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Document type:
Zeitschriftenaufsatz 
Author(s):
Drton, Mathias (as part of the ‘DREAM5 Consortium’) 
Title:
Wisdom of crowds for robust gene network inference 
Abstract:
Reconstructing gene regulatory networks from high-throughput data is a long-standing challenge. Through the Dialogue on Reverse Engineering Assessment and Methods (DREAM) project, we performed a comprehensive blind assessment of over 30 network inference methods on Escherichia coli, Staphylococcus aureus, Saccharomyces cerevisiae and in silico microarray data. We characterize the performance, data requirements and inherent biases of different inference approaches, and we provide guidelines for a...    »
 
Journal title:
Nature Methods 
Year:
2012 
Journal volume:
Year / month:
2012-07 
Quarter:
3. Quartal 
Month:
Jul 
Journal issue:
Pages contribution:
796-804 
Language:
en 
Publisher:
Springer Nature Limited 
Date of publication:
15.07.2012 
Format:
Text