Title :
Time course of increasing nonlinear properties of heart rate variability after heart transplantation
Author :
Dickhaus, H. ; Maier, C. ; Khadra, L.M. ; Maayah, T.
Author_Institution :
Dept. of Med. Inf., Heidelberg Univ., Germany
fDate :
29 Oct-1 Nov 1998
Abstract :
Heart transplant recipients show remarkable differences in the properties of their heart rate variability (HRV) compared to normal subjects. For eight patients, nonlinear behaviour of HRV is investigated at different dates after surgery. The method used is basically a statistical test procedure that compares the short term predictability of a measured time series of RR-intervals to that of an ensemble of surrogate data. Surrogate data share the same autocorrelation function with the underlaying RR-interval series but are otherwise random. Our results suggest an increasing physiological control of the grafted heart by the autonomous nervous system which is reflected in the p-values of our test procedure
Keywords :
biocontrol; cardiovascular system; chaos; electrocardiography; neurophysiology; nonlinear dynamical systems; physiological models; prediction theory; state-space methods; surgery; time series; ECG data; RR-intervals; autocorrelation function; autonomic reinnervation; autonomous nervous system; chaos detection; ensemble of surrogate data; grafted heart; heart rate variability; heart transplantation; increasing nonlinear properties; nonlinear prediction; p-values; physiological control; short term predictability; state space reconstruction; statistical test procedure; time course; time series; Chaos; Control systems; Fluctuations; Heart rate; Heart rate variability; Informatics; Nonlinear dynamical systems; Surgery; Testing; Time measurement;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.745910