DocumentCode :
642936
Title :
Optimal control of midazolam infusion for post operative patients in intensive care units
Author :
Padmanabhan, Regina ; Meskin, N. ; Haddad, Wassim M.
Author_Institution :
Dept. of Electr. Eng., Qatar Univ., Doha, Qatar
fYear :
2013
fDate :
28-30 Aug. 2013
Firstpage :
91
Lastpage :
96
Abstract :
The critical task of anesthesia administration demands minimal drug titration by considering patient specific features and sedation requirements. Though there exist several sedation assessment monitors, physicians still largely rely on subjective sedation scoring systems. This paper presents an optimal infusion controller for the continuous infusion of midazolam along with the analgesic fentanyl. Specifically, we extend the convex optimization-based optimal drug dosing regimen for propofol presented in [1] to midazolam. We also propose an alternative optimization approach using the Kullback-Leibler divergence measure of two probability distributions. A stochastic pharmacodynamic model is used that utilizes the modified Ramsay sedation scoring method to link the plasma drug concentration and the effective probabilistic sedation level.
Keywords :
convex programming; drugs; medical control systems; optimal control; statistical distributions; stochastic processes; Kullback-Leibler divergence measure; analgesic fentanyl; anesthesia administration; convex optimization-based optimal drug dosing regimen; intensive care units; minimal drug titration; modified Ramsay sedation scoring method; optimal midazolam infusion control; optimization approach; plasma drug concentration; post operative patients; probabilistic sedation level; probability distributions; propofol; sedation assessment monitors; stochastic pharmacodynamic model; subjective sedation scoring systems; Drugs; Mathematical model; Minimization; Optimal control; Plasmas; Probability distribution; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Applications (CCA), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
ISSN :
1085-1992
Type :
conf
DOI :
10.1109/CCA.2013.6662749
Filename :
6662749
Link To Document :
بازگشت