Systems and Means of Informatics
2022, Volume 32, Issue 3, pp 26-35
MODELING OF THE DEVELOPMENT OF A COMPLETE EARLY DIFFERENTIAL DIAGNOSIS AND PROGNOSIS OF THE STATE OF COMPLEX OBJECTS IN MEDICINE. PROBLEMS AND PROSPECTS
- S. B. Rumovskaya
- I. A. Kirikov
Abstract
The problems of personalized assessment of the state (PSA) of a complex object (CO) as a heterogeneous system are considered. It is proposed to develop and investigate a new approach to improve the efficiency and quality of solving the problems of medical diagnostics and prediction in conditions of significant diversity, heterogeneity, and uncertainty of information about a complex diagnostic object as well as the heterogeneity of the process of personalized assessment of their state. It is proposed to create and investigate methods and models of a new class of hybrid intelligent systems (HyIS) for medical diagnostics and prediction integrating heterogeneous models for the development and interpretation of PSA of a CO at different stages of the examination process as well as combining two types of HyIS (functional and transformational).
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[+] About this article
Title
MODELING OF THE DEVELOPMENT OF A COMPLETE EARLY DIFFERENTIAL DIAGNOSIS AND PROGNOSIS OF THE STATE OF COMPLEX OBJECTS IN MEDICINE. PROBLEMS AND PROSPECTS
Journal
Systems and Means of Informatics
Volume 32, Issue 3, pp 26-35
Cover Date
2022-06-11
DOI
10.14357/08696527220303
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
hybrid intelligent system; intelligent decision support system; complex object of diagnostics; medical diagnostics and prognosis
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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