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JOURNALS // Sistemy i Sredstva Informatiki [Systems and Means of Informatics] // Archive

Sistemy i Sredstva Inform., 2021 Volume 31, Issue 4, Pages 61–70 (Mi ssi798)

Research prototype of a cognitive hybrid intelligent system for supporting diagnostic decision-making

S. B. Rumovskaya, I. A. Kirikov

Kaliningrad Branch of the Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 5 Gostinaya Str., Kaliningrad 236000, Russian Federation

Abstract: The study of the cognitive structures and mechanisms of a specialist (doctor) will make the processes of overcoming the diagnostic problem visible and contrasting. Systems with cognitive modeling of the diagnostic problem developed on their basis will reduce the number of medical errors and improve the quality of medical decision support systems. The paper considers the cognitive hybrid intelligent diagnostic system, its subject-visual model, and typical architecture as well as the features of laboratory testing by the example of the problem of diagnosing diseases of the pancreas.

Keywords: cognitive hybrid intelligent diagnostic system, individual diagnostic decision making, cognitive image of the diagnostic object, operational images of the diagnostic object.

Received: 31.08.2021

DOI: 10.14357/08696527210406



© Steklov Math. Inst. of RAS, 2025