Title :
A target control infusion method for neuromuscular blockade based on hybrid parameter estimation
Author :
Alonso, H. ; Lemos, J.M. ; Mendonça, T.
Author_Institution :
FCUP, R. do Campo Alegre 687, 4169-007 Porto, Portugal
Abstract :
The paper presents a new method for target control infusion (TCI) for neuromuscular blockade (NMB) level control of patients subject to general anaesthesia. The method combines an inversion of the pharmacokinetic/pharmacodynamic (PK/PD) model with a hybrid parameter estimation method that uses on-line data from the initial bolus response to estimate the model parameters. Although atracurium is considered as relaxant, the newly proposed method may be applied to other drugs for which the PK/PD model is available. Simulation results on a bank of 100 patient models are presented to demonstrate the achievable performance.
Keywords :
Adaptive control; Automatic control; Drugs; Feedback control; Level control; Neuromuscular; Open loop systems; Parameter estimation; Three-term control; Uncertainty; Atracurium; Computer Simulation; Drug Therapy, Computer-Assisted; Humans; Infusions, Intravenous; Models, Biological; Neuromuscular Blockade; Neuromuscular Blocking Agents;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649250