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bioDiscoverer is a prototype project that aims to visualize differences between diseases based on disease-disease relationships, disease relationship to genes and the pathways their occur in, Gene Ontology annotations of genes, and other information extracted from the Monarch Initiative. Based on the shown differences, new discoveries can be made by clinicians and researchers alike.