Background: Phenotype similarity calculation should be used to help improve drug repurposing. In this study, based on the MeSH terms describing phenotypes deposited in OMIM, we proposed a method, namely, PheSom (Phenotype Similarity On MeSH), measure between phenotypes. counted number of overlapping two and then took weight every term within each phenotype into account according frequency-inver...