« Previous
Next »
Medical Engineering & Physics
Volume 28, Issue 2
, Pages 134-148
, March 2006
Genetic fuzzy modelling and control of bispectral index (BIS) for general intravenous anaesthesia
References
- . Genetic algorithms for fuzzy control. Part 1. Offline system development and application. IEE Proc Contr Theory Appl. 1995;142(3):161–176
- . Genetic algorithms for fuzzy control. Part 2. Online system development and application. IEE Proc Contr Theory Appl. 1995;142(3):177–185
- . Use of fuzzy integers and bispectral analysis of the electroencephalogram to predict movement under anesthesia. IEEE Trans Biomed Eng. 1999;46(3):291–299
- . Derived fuzzy knowledge model for estimating the depth of anesthesia. IEEE Trans Biomed Eng. 2001;48(3):312–323
- . Modelling of bispectral index using artificial neural networks during inhalational anaesthesia. Biomed Eng: Appl Basis Commun. 2000;12(3):140–147
- . The intelligent model of a patient using artificial neural networks for inhalational anaesthesia. J Chin Inst Chem Engrs. 2002;33(6):609–620
- . Computer-controlled infusion of vasoactive drugs in post-cardiac surgical patients. In: Proceedings of the IEEE Conference on Engineering Medicine and Biology. Denver, CO, USA. 1979;p. 280–284
- . Control of neuromuscular blockade by external feedback mechanism. Br J Anaesth. 1980;52:633–634
- . Neuro-fuzzy closed-loop control of depth of anaesthesia. Artif Intell Med. 2001;21:185–191
- . Generalised predictive control (GPC): a powerful control tool in medicine. IEE Proc Contr Theory Appl. 1997;144:8–14
- . Generalised predictive control of evoked potentials for general anaesthesia. IEE Proc Contr Theory Appl. 2002;149:481–493
- . Survey of utilization of fuzzy technology in medicine and healthcare. Fuzzy Sets Syst. 2001;120:331–349
- . Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems. Fuzzy Sets Syst. 1997;89:135–150
- . Fuzzy model predictive control of non-linear processes using genetic algorithms. Fuzzy Sets Syst. 2003;139:59–80
- . Clustering with genetically optimized approach. IEEE Trans Evol Comput. 1999;3:103–112
- . An investigation into the application of neural networks, fuzzy logic, genetic algorithms, and rough sets to automated knowledge acquisition for classification problems. Neurocomputing. 1999;24:37–54
- . FuGeNeSys—a fuzzy genetic neural system for fuzzy modeling. IEEE Trans Fuzzy Syst. 1998;6:373–388
- . Extracting fuzzy rules for system modeling using a hybrid of genetic algorithms and Kalman filter. Fuzzy Sets Syst. 1999;101:352–362
- . Implementation of evolutionary fuzzy systems. IEEE Trans Fuzzy Syst. 1999;7:109–119
- . Pharmacological models and their use in clinical anaesthesia. Eur J Anaesth. 1986;3:175–208
- . Comparison of closed-loop controlled administration of propofol using bispectral Index as the controlled variable versus “standard practice” controlled administration. Anesthesiology. 2001;95:6–17
- The influence of method of administration and covariates on the pharmacokinetics of propofol in adult volunteers. Anesthesiology. 1998;88:1170–1182
- The influence of age on propofol pharmacodynamics. Anesthesiology. 1999;90:1502–1516
- . A computer screen-based simulator for hierarchical fuzzy logic monitoring and control of depth of anaesthesia. Math Comput Simul. 2004;67:251–265
- . Fuzzy model identification based on cluster estimation. J Intell Fuzzy Syst. 1994;2:267–278
- . Genetic algorithms applied in on-line autotuning PID parameters of a liquid control system. Trans Inst Meas Contr. 2003;25(5):433–450
- . Hierarchical fuzzy modelling for monitoring depth of anaesthesia. Fuzzy Sets Syst. 1996;79:43–57
- . Performance evaluation of two published closed-loop control systems using bispectral index monitoring: a simulation study. Anesthesiology. 2004;100:640–647
- . A primer for EEG signal processing in anesthesia. Anesthesiology. 1998;89:980–1002
- . Auditory evoked potential index: a quantitative measure of changes in auditory evoked potentials during general anaesthesia. Anaesthesia. 1997;52:1030–1036
- . Bispectral analysis measures sedation and memory effects of propofol, midazolam, isoflurane, and alfentanil in healthy volunteers. Anesthesiology. 1997;86:836–847
- A multicenter study of bispectral electroencephalogram analysis for monitoring anesthetic effect. Anesth Analg. 1997;84:891–899
- . Closed-loop controlled administration of propofol using bispectral analysis. Anaesthesia. 1998;53:749–754
- . New process identification method for automatic design of PID controllers. Automatica. 1998;34(4):513–520
- . On-line relay identification, assessment and tuning of PID controller. J Process Contr. 2001;11:483–496
- . Optimal design of PID process controllers based on genetic algorithms. Contr Eng Practice. 1994;2(4):641–648
- . Fuzzy gain scheduling of PID controllers. IEEE Trans Syst Man Cybern. 1993;23(5):1392–1398
- . Autotuning a PID controller: a fuzzy-genetic approach. J Syst Archit. 2001;47:663–673
- . Hierarchical rule-based and self-organizing fuzzy logic control of anaesthesia. IEEE Trans Syst Man Cybern, Part C: Appl Rev. 1999;29(1):98–109
- . Multivariable structure of fuzzy control systems. IEEE Trans Syst Man Cybern. 1986;16(5):638–656
- . Primer of biostatistics. 4th ed.. Singapore: McGraw-Hill; 1997;
- . Effects of nitroglycerin on fractal features of short-term heart and blood pressure variability. J Anesth. 1999;13:71–76
- . Closed-loop control of anesthesia using bispectral index: performance assessment in patients undergoing major orthopedic surgery under combined general and regional anesthesia. Anesthesiology. 2002;96:67–73
☆ This work was carried out at National Taiwan University Hospital, No. 7, Chung-Shan South Road, Taipei, Taiwan. Financially supported by the National Science Council (NSC) in Taiwan, Grant Number: NSC92-2320-B-002-111.
PII: S1350-4533(05)00098-6
doi: 10.1016/j.medengphy.2005.04.023
© 2005 IPEM. Published by Elsevier Inc. All rights reserved.
« Previous
Next »
Medical Engineering & Physics
Volume 28, Issue 2
, Pages 134-148
, March 2006
