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GOexpress: an R/Bioconductor package for the identification and visualisation of robust gene ontology signatures through supervised learning of gene expression data.

Kévin Rue-AlbrechtPaul A McGettiganBelinda HernándezNicolas C NalpasDavid A MageeAndrew C ParnellStephen V GordonDavid E MacHugh
Published in: BMC bioinformatics (2016)
GOexpress enables rapid identification and visualisation of ontology-related gene panels that robustly classify groups of samples and supports both categorical (e.g., infection status, treatment) and continuous (e.g., time-series, drug concentrations) experimental factors. The use of standard Bioconductor extension packages and publicly available gene ontology annotations facilitates straightforward integration of GOexpress within existing computational biology pipelines.
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