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Modelling couplings among the oscillators of the cardiovascular system

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Modelling couplings among the oscillators of the cardiovascular system. / Stefanovska, Aneta; Luchinsky, D. G.; McClintock, Peter V. E.
In: Physiological Measurement, Vol. 22, No. 3, 08.2001, p. 551-564.

Research output: Contribution to Journal/MagazineJournal articlepeer-review

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Stefanovska A, Luchinsky DG, McClintock PVE. Modelling couplings among the oscillators of the cardiovascular system. Physiological Measurement. 2001 Aug;22(3):551-564. doi: 10.1088/0967-3334/22/3/312

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@article{690ac36584b340218bdc4a69ed153705,
title = "Modelling couplings among the oscillators of the cardiovascular system",
abstract = "A mathematical model of the cardiovascular system is simulated numerically. The basic unit in the model is an oscillator that possesses a structural stability and robustness motivated by physiological understanding and by the analysis of measured time series. Oscillators with linear couplings are found to reproduce the main characteristic features of the experimentally obtained spectra. To explain the variability of cardiac and respiratory frequencies, however, it is essential to take into account the rest of the system, i.e. to consider the eect of noise. It is found that the addition of noise also results in epochs of synchronization, as observed experimentally. Preliminary analysis suggests that there is a mixture of linear and parametric couplings, but that the linear coupling seems to dominate.",
keywords = "nonlinear oscillators, couplings modelling, cardiovascular system, blood flow, blood pressure, heart-rate variability, nonlinear dynamics, stochastic systems, noise, synchronization",
author = "Aneta Stefanovska and Luchinsky, {D. G.} and McClintock, {Peter V. E.}",
year = "2001",
month = aug,
doi = "10.1088/0967-3334/22/3/312",
language = "English",
volume = "22",
pages = "551--564",
journal = "Physiological Measurement",
issn = "0967-3334",
publisher = "IOP Publishing Ltd.",
number = "3",

}

RIS

TY - JOUR

T1 - Modelling couplings among the oscillators of the cardiovascular system

AU - Stefanovska, Aneta

AU - Luchinsky, D. G.

AU - McClintock, Peter V. E.

PY - 2001/8

Y1 - 2001/8

N2 - A mathematical model of the cardiovascular system is simulated numerically. The basic unit in the model is an oscillator that possesses a structural stability and robustness motivated by physiological understanding and by the analysis of measured time series. Oscillators with linear couplings are found to reproduce the main characteristic features of the experimentally obtained spectra. To explain the variability of cardiac and respiratory frequencies, however, it is essential to take into account the rest of the system, i.e. to consider the eect of noise. It is found that the addition of noise also results in epochs of synchronization, as observed experimentally. Preliminary analysis suggests that there is a mixture of linear and parametric couplings, but that the linear coupling seems to dominate.

AB - A mathematical model of the cardiovascular system is simulated numerically. The basic unit in the model is an oscillator that possesses a structural stability and robustness motivated by physiological understanding and by the analysis of measured time series. Oscillators with linear couplings are found to reproduce the main characteristic features of the experimentally obtained spectra. To explain the variability of cardiac and respiratory frequencies, however, it is essential to take into account the rest of the system, i.e. to consider the eect of noise. It is found that the addition of noise also results in epochs of synchronization, as observed experimentally. Preliminary analysis suggests that there is a mixture of linear and parametric couplings, but that the linear coupling seems to dominate.

KW - nonlinear oscillators

KW - couplings modelling

KW - cardiovascular system

KW - blood flow

KW - blood pressure

KW - heart-rate variability

KW - nonlinear dynamics

KW - stochastic systems

KW - noise

KW - synchronization

U2 - 10.1088/0967-3334/22/3/312

DO - 10.1088/0967-3334/22/3/312

M3 - Journal article

VL - 22

SP - 551

EP - 564

JO - Physiological Measurement

JF - Physiological Measurement

SN - 0967-3334

IS - 3

ER -