Methods for Quantitative Assessment of the Body’s Protective Mechanisms at Different Levels Based on Hybrid Fuzzy Models

Methods for synthesizing fuzzy decision rules for quantitative assessment of the body’s protective mechanisms and their integration into hybrid models for the prediction and diagnosis of socially significant diseases are considered. Using the control systems for heart rate and the cognitive function...

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Bibliographic Details
Published in:Biomedical engineering 2022-09, Vol.56 (3), p.180-184
Main Authors: Korenevskiy, N. A., Rodionova, S. N., Krikunova, E. V., Safronov, R. I., Belozerov, V. A.
Format: Article
Language:English
Subjects:
Adaptation
Analysis
Antioxidants
Biomaterials
Biomedical and Life Sciences
Biomedicine
Cognitive ability
Control systems
Engineering
Heart
Heart rate
Methods
Risk factors
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Summary:Methods for synthesizing fuzzy decision rules for quantitative assessment of the body’s protective mechanisms and their integration into hybrid models for the prediction and diagnosis of socially significant diseases are considered. Using the control systems for heart rate and the cognitive function attention as examples, these studies show that confidence in correct decisions for a selected class of diseases is greater than 0.9, such that the results are suitable for practical application.
ISSN:0006-3398
1573-8256
DOI:10.1007/s10527-022-10194-3