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To implement an efficient method for the integration of biological knowledge with microarray gene expression data to enhance identification of differentially expressed genes

This method uses an undirected graphical model, the Boltzmann machine, to integrate biological knowledge (i.e. Gene Ontology or Pathway annotation) with gene expression data. The ultimate goal is to identify differentially expressed genes more accurately than what is possible with microarray data alone.