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- W2186768262 abstract "The main goal of the research is a development of system for analysis of heart rate behavior complexity by methods of nonlinear dynamics. For this task main algorithms for qualitative and quantified estimation of 24- hours heart rate regularity were explored. Also, the software utilizing the Kolmogorov's algorithm, Poincare equation, approximate entropy, flicker noise, distribution bar chart as well the Lorenz diagram, is developed. The results of calculation can be used to define the diagnostic signs of human health state on the basis of daily heart rate regularity estimation. Formation of a new interdisciplinary field - Synergetics, opens new opportunities for assessment and analysis of complex biomedical systems, in particular of the cardiovascular system. Heart rate is an integrative indicator that reflects integral properties of the circulatory system and whole body. Creation of the new systems analysis of the heart rate based on the nonlinear dynamic parameters gives an opportunity to evaluate a wide range of regulatory, the state regulatory body reserves and to diagnose the reduction of adaptive properties and approximation regulatory limits to the range at a new level. It is important for diagnostics of pathological processes, dysadaptation states of practical healthy persons, sportsmen's overtraining, elimination of overload regimes emergencies etc. Main methods of heart rate variability (HRV) analysis, which found the most application of modern diagnostic systems, can be divided into statistical, geometric and temporal frequency. But the chaotic process of HRV requires the use of mathematical apparatus to refine results of diagnostic and predictable assessments obtained by standard methods. This instrument is the mathematical theory of nonlinear dynamics. The goal of the research is synthesis of diagnostic system based on the combined estimates of nonlinear dynamics to refine methods of predicted dysadaptive states and to bring an organism to limits of the regulatory range." @default.
- W2186768262 created "2016-06-24" @default.
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- W2186768262 date "2010-01-01" @default.
- W2186768262 modified "2023-09-23" @default.
- W2186768262 title "ESTIMATION OF HEART RATE COMPLEXITY OF BEHAVIOR USING DIFFERENT METHODS OF NONLINEAR DYNAMICS" @default.
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