DocumentCode :
2933705
Title :
Analysis of heart rate variability dynamics during propofol and dexmedetomidine anesthesia
Author :
Tarvainen, M.P. ; Georgiadis, S. ; Lipponen, J.A. ; Laitio, T. ; Karjalainen, P.A. ; Scheinin, H. ; Kaskinoro, K.
Author_Institution :
Dept. of Phys. & Math., Univ. of Eastern Finland, Kuopio, Finland
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
1634
Lastpage :
1637
Abstract :
It has been observed that heart rate variability (HRV) diminishes during anesthesia, but the exact mechanisms causing it are not completely understood. The aim of this paper was to study the dynamics of HRV during low dose propofol (N=9) and dexmedetomidine (N=8) anesthesia by using state-of-the-art time-varying methods, and thereby ultimately try to improve the safety of anesthesia. The time-varying spectrum is estimated by using a Kalman smoother approach. The results show that there is an overall increase in HRV and decrease in heart rate prior to loss of consciousness. For dexmedetomidine these changes are more considerable than for propofol. For dexmedetomidine the variability also seems to start decreasing right after loss of consciousness, whereas for propofol HRV continues increasing.
Keywords :
Kalman filters; drugs; electrocardiography; electroencephalography; medical signal processing; smoothing methods; Kalman smoother; anesthesia; consciousness; dexmedetomidine; heart rate variability dynamics; propofol; time-varying spectrum; Anesthesia; Equations; Heart rate variability; Kalman filters; Mathematical model; Resonant frequency; Time frequency analysis; Analgesics, Non-Narcotic; Anesthetics, Intravenous; Computer Simulation; Dexmedetomidine; Drug Therapy, Combination; Electrocardiography; Heart Conduction System; Heart Rate; Humans; Models, Cardiovascular; Models, Statistical; Propofol;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5626878
Filename :
5626878
Link To Document :
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