Cognitive Approach to Medical Image Semantics Description and Interpretation

In the paper will be presented new achievements of the authors obtained in the field of development some new cognitive information systems, performed the tasks of automatic understanding of medical image semantics. Such systems are dedicated to implementation of the machine semantics understanding paradigm for selected image types, with special regards to various medical visualization. The practical development of such understanding systems is possible owing to defining computer procedures of cognitive inference, as used by the developed new classes of intelligent systems for pattern recognition and semantic reasoning. In particular, we shall present a new class of cognitive UBIAS systems introduced by the authors for the interpretation of biomedical patterns.