Public Health is one of the main areas, where information technologies are intensively employed. Here we have reviewed and analyzed a number of foreign and native medical information systems (MIS), experience of development and application. It is described features of the system MIS-KhAI developed by use of technology Data Mining and Service-Oriented Architecture.