Systems and Means of Informatics
2021, Volume 31, Issue 4, pp 61-70
RESEARCH PROTOTYPE OF A COGNITIVE HYBRID INTELLIGENT SYSTEM FOR SUPPORTING DIAGNOSTIC DECISION-MAKING
- S. B. Rumovskaya
- I. A. Kirikov
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.
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[+] About this article
Title
RESEARCH PROTOTYPE OF A COGNITIVE HYBRID INTELLIGENT SYSTEM FOR SUPPORTING DIAGNOSTIC DECISION-MAKING
Journal
Systems and Means of Informatics
Volume 31, Issue 4, pp 61-70
Cover Date
2021-12-10
DOI
10.14357/08696527210406
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
cognitive hybrid intelligent diagnostic system; individual diagnostic decision making; cognitive image of the diagnostic object; operational images of the diagnostic object
Authors
S. B. Rumovskaya  and I. A. Kirikov
Author Affiliations
Kaliningrad Branch of the Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 5 Gostinaya Str., Kaliningrad 236000, Russian Federation
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