DocumentCode
529726
Title
A hypnosis and analgesia control system using a model predictive controller in total intravenous anesthesia during day-case surgery
Author
Furutani, Eiko ; Tsuruoka, Keigo ; Kusudo, Shogo ; Shirakami, Gotaro ; Fukuda, Kazuhiko
Author_Institution
Dept. of Electr. Eng., Kyoto Univ., Kyoto, Japan
fYear
2010
fDate
18-21 Aug. 2010
Firstpage
223
Lastpage
226
Abstract
In this paper, a hypnosis and analgesia control system using a model predictive controller during total intravenous anesthesia for day-case surgery is developed. A new analgesia index for analgesia control is constructed from pulse rate and Entropy Difference (ED) obtained by spectral analysis of electroencephalogram (EEG). As the anesthetics propofol and remifentanil are used, and the Bispectral Index (BIS) and the proposed analgesia index are used as hypnosis and analgesia indices, respectively. The model of hypnosis and analgesia responses to propofol and remifentanil consists of pharmacokinetic models, pharmacodynamic models considering interaction of drugs, and dead times. The control system has an identification function of individual parameters of pharmacodynamic models and dead times, and adjusts infusion rates of propofol and remifentanil simultaneously using model predictive control after the identification. Simulation results show that it has a good performance, but the identification method of individual parameters has to be improved.
Keywords
electroencephalography; medical control systems; predictive control; surgery; analgesia control system; analgesia index; anesthetics propofol; bispectral index; day-case surgery; electroencephalogram; entropy difference; hypnosis; model predictive controller; pharmacodynamic model; pharmacokinetic model; pulse rate; remifentanil; spectral analysis; total intravenous anesthesia; Anesthesia; Biological system modeling; Brain modeling; Control systems; Indexes; Predictive models; Surgery; analgesia index; anesthesia control; model predictive control; propofol; remifentanil;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference 2010, Proceedings of
Conference_Location
Taipei
Print_ISBN
978-1-4244-7642-8
Type
conf
Filename
5603099
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