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AuthorPadmanabhan, R.
AuthorMeskin, Nader
AuthorHaddad, W.M.
Available date2022-04-14T08:45:45Z
Publication Date2013
Publication NameProceedings of the IEEE International Conference on Control Applications
ResourceScopus
Identifierhttp://dx.doi.org/10.1109/CCA.2013.6662749
URIhttp://hdl.handle.net/10576/29828
AbstractThe 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. 2013 IEEE.
Languageen
PublisherInstitute of Electrical and Electronics Engineers Inc.
SubjectConvex optimization
Intensive care units
Probability distributions
Stochastic models
Stochastic systems
Continuous infusions
Kullback Leibler divergence
Optimal controls
Optimization approach
Patient specific
Pharmacodynamic models
Plasma drug concentration
Scoring methods
Anesthetics
TitleOptimal control of midazolam infusion for post operative patients in intensive care units
TypeConference Paper
Pagination91-96


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