The FEL-EXPERT was used to improve the diagnosis of brain tumors. Basic structure and decision process of the system were characterized. In a group of 70 testing cases the correct diagnosis was established at the 1st possibility in 83%, as the 1st or 2nd possibility in 91% and as the 1st or 2nd or 3rd possibility in 17%.