It is clear that modern healthcare cannot be build without sound exploration of information and communication technologies. The role of biomedical informatics in development of information and knowledge society in healthcare is visible. The lecture will concern in more details with personalized healthcare and identification of an individual. It will focus in more details on applications in the field of forensic genetics, cardiology and dentistry.