Discrete event systems (DESs) represent an important chapter of artificial intelligence and have applications in several domains ranging from technical sciences to social sciences, environmental surveillance, and health care. Special Session "Discrete Event Formalisms Applied on Medical Data Analysis" will provide a valuable insights into modelling and evaluation of models, methods and applications necessary for an effective implementation of DESs formalisms in medicine.