BEAN is a machine learning based algorithm to predict type-III effectors in bacterial pathogens. It uses features of type-III secretion signal learned from known type-III effectors to predict query proteins as effectors or non-effectors.
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PLoS One. 2013;8(2):e56632. doi: 10.1371/journal.pone.0056632. Epub 2013 Feb 20.
Using weakly conserved motifs hidden in secretion signals to identify type-III effectors from bacterial pathogen genomes.
Dong X1, Zhang YJ, Zhang Z.