DocumentCode
164886
Title
Bridging the gap between modelling and control of anesthesia: An ambitious ideal
Author
Ionescu, Clara M. ; Copot, Dana ; Copot, Cosmin ; De Keyser, Robin
Author_Institution
Dept. of Electr. Energy, Syst. & Autom., Ghent Univ., Ghent, Belgium
fYear
2014
fDate
23-25 June 2014
Firstpage
1
Lastpage
6
Abstract
This work focuses on the problematic of modeling the drug diffusion process that occurs in the human body when an anesthetic drug is taken up. This is performed here using emerging tools from fractional calculus, i.e. by using fractional-order impedance models (FOIMs). A novel interpretation is given to the classical pharmacokinetic and pharmacodynamic models for drug uptake in the body. The major challenges that are encountered during this development consist of online identification of the patient model, introducing a logarithmic sampling time and embedding the proposed method in a closed loop control system.
Keywords
biodiffusion; calculus; closed loop systems; drugs; medical control systems; sampling methods; anesthesia control; anesthesia modelling; anesthetic drug; closed loop control system; drug diffusion process modeling; fractional calculus; fractional-order impedance model; logarithmic sampling time; online identification; patient model; pharmacodynamic model; pharmacokinetic model; Anesthesia; Biological system modeling; Brain models; Drugs; Mathematical model; Pain; anesthesia; closed loop control; drug dosing; fractional order derivatives; fractional-order impedance model (FOIM); pharmacodynamic models; pharmacokinetic models;
fLanguage
English
Publisher
ieee
Conference_Titel
Fractional Differentiation and Its Applications (ICFDA), 2014 International Conference on
Conference_Location
Catania
Type
conf
DOI
10.1109/ICFDA.2014.6967362
Filename
6967362
Link To Document