DocumentCode :
1967457
Title :
Comparison of linear and non-linear analysis of heart rate variability in sedated cardiac surgery patients
Author :
Korhonen, I. ; Mainardi, L.T. ; Ypparila, H. ; Musialowicz, T.
Author_Institution :
VTT Inf. Technol., Tampere, Finland
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
496
Abstract :
Heart rate variability (HRV) provides a noninvasive method to monitor the functioning of the autonomous nervous system. HRV has been proposed as a potential tool for objective assessment of the level of sedation in critical care. In this paper we studied whether different linear and non-linear analysis methods may discriminate different levels of sedation in cardiac surgery patients. In addition we studied the interrelationships between the different parameters. The results show that HRV is modified by changes in the level of sedation, and that it is not completely recovered by the next day after the cardiac surgery. Both linear time and frequency domain parameters, and non-linear parameters discriminate the different levels, but especially the method based on Poincare plot analysis seems promising. As different parameters are closely correlated, a sub-set of parameters may be sufficient for the quantification of HRV in sedation.
Keywords :
Poincare mapping; biocontrol; electrocardiography; frequency-domain analysis; medical signal processing; neurophysiology; patient care; patient monitoring; spectral analysis; statistical analysis; surgery; time-domain analysis; ECG; HRV quantification; Poincare plot analysis; autonomous nervous system; critical care; frequency domain parameters; heart rate variability; level of sedation; linear analysis; noninvasive method; nonlinear analysis; sedated cardiac surgery patients; time domain parameters; Electrocardiography; Frequency domain analysis; Heart rate variability; Hospitals; Information technology; Patient monitoring; Rail to rail inputs; Signal processing; Spectral analysis; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1018976
Filename :
1018976
Link To Document :
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