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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2010 Issue 3, Pages 73–78 (Mi iipr508)

Modeling and control

Modeling of diagnostic activity of the doctor on the basis of a fuzzy neural network

L. Yu. Emaletdinova, D. Yu. Strunkin

Tupolev Kazan State Technical University

Abstract: In this article we consider the problem of expert quality assurance of diagnostic decisions accepted by the doctor on the basis of statistical processing of a database of electronic case records. The fuzzy neural network is used to solve this problem. We offer the technique of its construction, and also genetic algorithm of calculation of its parameters. We also provide the technique of the expert control based on use of the constructed fuzzy neural network.

Keywords: expert control of the quality of diagnostic activity of doctors, fuzzy neural network, genetic algorithm.



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