Comparison of Linear and Non-Linear Analysis of Heart Rate Variability in Sedated Cardiac Surgery Patients

Heart rate variability (HRV) provides a nonvasive method to monitor 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 me...

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Bibliographic Details
Main Authors: Korhonen, L, Mainardi, L T, Yppaerilae, H, Musialowicz, T
Format: Report
Language:English
Subjects:
CARDIAC PATIENTS
DISCRIMINATE ANALYSIS
FINLAND
FOREIGN REPORTS
FREQUENCY DOMAIN
HEART
HEART RATE
LINEAR SYSTEMS
MATHEMATICAL ANALYSIS
Medicine and Medical Research
MONITORING
NERVOUS SYSTEM
NONLINEAR ANALYSIS
NONLINEAR SYSTEMS
PARAMETERS
PLOTTING
Radiofrequency Wave Propagation
SEDATION
SELF OPERATION
SURGERY
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Summary:Heart rate variability (HRV) provides a nonvasive method to monitor 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 in the quantification of HRV in sedation. Supplementary Note: Pres. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (23rd), held in Istanbul, Turkey on 25-28 Oct 2001. See also ADM001351 for entire conference on cd-rom.