In order to find out the hot spots of foreign clinical data mining research in recent years, the paper carries out bibliometric analysis on the literatures included in Web of Science, “the latest high cited literatures-citing literature” citation network is clustered and analyzed, the research hot spots of foreign clinical data mining are summarized, so as to provide references for related research in China.