Life and Medical Sciences Computational Geometry Object Modeling Artificial Intelligence
Issue Date:
2008
Publisher:
Institute of Information Theories and Applications FOI ITHEA
Abstract:
Summarizing the accumulated experience for a long time in the polyparametric cognitive modeling of
different physiological processes (electrocardiogram, electroencephalogram, electroreovasogram and others) and
the development on this basis some diagnostics methods give ground for formulating a new methodology of the
system analysis in biology. The gist of the methodology consists of parametrization of fractals of
electrophysiological processes, matrix description of functional state of an object with a unified set of parameters,
construction of the polyparametric cognitive geometric model with artificial intelligence algorithms. The geometry
model enables to display the parameter relationships are adequate to requirements of the system approach. The
objective character of the elements of the models and high degree of formalization which facilitate the use of the
mathematical methods are advantages of these models. At the same time the geometric images are easily
interpreted in physiological and clinical terms. The polyparametric modeling is an object oriented tool possessed
advances functional facilities and some principal features.