Within the overall objective of Decision Support Systems (DSS) and Medical Informatics, the group will focus on on the following research areas:

• Classification methods based on Fuzzy Cognitive Maps, fuzzy inference systems, genetic algorithms and neural networks.
• Formal verification methods of processes.
• Learning based on text mining and data.
• Connecting Electronic Medical Records and complementary information to clinical guidelines.
• Methods and capture, development, implementation and management of clinical knowledge processes.
• Generation of executables and graphically navigable clinical guidelines.
• Evaluation of DSS.
• Methods and technologies for the development of clinical guidelines which are executable execution platform´s independent.
  
• Methods and technologies for building Web portals containing executable clinical guidelines.
• Systematization of software development through Model Driven Software Development.
• Interpretation and evaluation of documents using Text Mining techniques.

In our long journey from 1994, as well as publications in the area, we have built:

• Inference engines as EHSIS and Mairi.
• Technological platforms for the development of clinical guidelines based DSS and their components.
• Clinical guidelines based DSS for the diagnosis and treatment of various diseases: diabetes, asthma, hyperammonemia, etc.
• Screening methods such as the Newborn Screening.
• Web portals that publish executable clinical guidelines for different diseases: e-GuidesMed, Guider and eGuider.