Optimal control of midazolam infusion for post operative patients in intensive care units
Author | Padmanabhan, R. |
Author | Meskin, Nader |
Author | Haddad, W.M. |
Available date | 2022-04-14T08:45:45Z |
Publication Date | 2013 |
Publication Name | Proceedings of the IEEE International Conference on Control Applications |
Resource | Scopus |
Identifier | http://dx.doi.org/10.1109/CCA.2013.6662749 |
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. 2013 IEEE. |
Language | en |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Subject | Convex 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 |
Type | Conference |
Pagination | 91-96 |
Files in this item
Files | Size | Format | View |
---|---|---|---|
There are no files associated with this item. |
This item appears in the following Collection(s)
-
Electrical Engineering [2811 items ]