The Sensor Informatics and Medical Technology (Sensori-informatiikka ja lääketieteellinen tekniikka) research group focuses on the development of probabilistic (i.e. Bayesian) signal processing and machine learning methods especially for health and medical applications. Other applications include positioning and tracking systems as well as industrial measurement and control systems. Although the research is motivated by applications, group’s research also spans development of general statistical methodology as well as theoretical analysis of the methods.