Poincaré plot interpretation using a physiological model of HRV based on a network of oscillators.

@article{Brennan2002PoincarPI,
  title={Poincar{\'e} plot interpretation using a physiological model of HRV based on a network of oscillators.},
  author={Michael Brennan and Marimuthu Swami Palaniswami and Peter Kamen},
  journal={American journal of physiology. Heart and circulatory physiology},
  year={2002},
  volume={283 5},
  pages={
          H1873-86
        }
}
In this paper, we develop a physiological oscillator model of which the output mimics the shape of the R-R interval Poincaré plot. To validate the model, simulations of various nervous conditions are compared with heart rate variability (HRV) data obtained from subjects under each prescribed condition. For a variety of sympathovagal balances, our model generates Poincaré plots that undergo alterations strongly resembling those of actual R-R intervals. By exploiting the oscillator basis of our… 

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References

SHOWING 1-10 OF 23 REFERENCES
Poincaré plot of heart rate variability allows quantitative display of parasympathetic nervous activity in humans.
TLDR
The Poincaré plot is therefore a quantitative visual tool which can be applied to the analysis of R-R interval data gathered over relatively short time periods and strongly suggest that the "width' of the Poincare plot is a measure of parasympathetic nervous system activity.
Dynamic heart rate variability: a tool for exploring sympathovagal balance continuously during sleep in men.
We have recently demonstrated that the overnight profiles of cardiac interbeat autocorrelation coefficient of R-R intervals ( r RR) calculated at 1-min intervals are related to the changes in sleep
Application of the Poincaré plot to heart rate variability: a new measure of functional status in heart failure.
TLDR
The Poincaré plot pattern has potential advantages in that it allows assessment of data which are grossly non-Gaussian in distribution, and is a simple and easily implemented method which can be used in a clinical setting to augment the standard electrocardiogram to provide 'real time' visualisation of data.
Transfer function analysis of autonomic regulation. I. Canine atrial rate response.
TLDR
The approach entails the imposition of a signal with broad frequency content as an input excitation and the computation of a system transfer function using spectral estimation techniques and it is found that the sinoatrial node responds as a low-pass filter to fluctuations in either sympathetic or parasympathetic tone.
Physiology and pathophysiology of heart rate and blood pressure variability in humans: is power spectral analysis largely an index of baroreflex gain?
TLDR
It is shown that the main differences in spectral power (for both low and high frequency) between and within subjects are caused by changes in the arterial baroreflex gain, particularly for vagal control of heart rate (R-R interval) and left ventricular stroke output.
Dynamics of spectral components of heart rate variability during changes in autonomic balance.
TLDR
None of the investigated measures derived from power spectral analysis comprehensively and consistently described the changes in autonomic balance.
Pole-tracking algorithms for the extraction of time-variant heart rate variability spectral parameters
TLDR
Two algorithms for the direct updating and tracking of movements of poles of an AR time-variant model on the basis of the innovation given to the coefficients are presented and investigated and seem to be very attractive for HRV applications.
Quantitative beat-to-beat analysis of heart rate dynamics during exercise.
TLDR
Results show that quantitative two-dimensional vector analysis of a Poincaré plot can provide useful information on vagal modulation of R-R interval dynamics during exercise that are not easily detected by linear summary measures of HRV or by ApEn.
Effect of autonomic blockade on power spectrum of heart rate variability during exercise.
TLDR
It is concluded that HRV is a valid technique for noninvasive measurement of parasympathetic tone during exercise, but its validity as a measure of sympathetictone during exercise is equivocal.
The Measurement of Heart Rate Variability Spectra with the Help of a Personal Computer
TLDR
A method for the computation of HRV spectra directly from the heart beat event series as derived from the electrocardiogram has been developed and because of the computational efficiency achieved, this method is implemented on a personal computer.
...
1
2
3
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