Title :
Fuzzy control for closed-loop, patient-specific hypnosis in intraoperative patients: A simulation study
Author :
Moore, Brett L. ; Pyeatt, Larry D. ; Doufas, Anthony G.
Author_Institution :
Comput. Sci. Dept., Texas Tech Univ., Abilene, TX, USA
Abstract :
Research has demonstrated the efficacy of closed-loop control of anesthesia using bispectral index (BIS) as the controlled variable, and the recent development of model-based, patient-adaptive systems has considerably improved anesthetic control. To further explore the use of model-based control in anesthesia, we investigated the application of fuzzy control in the delivery of patient-specific propofol-induced hypnosis. In simulated intraoperative patients, the fuzzy controller demonstrated clinically acceptable performance, suggesting that further study is warranted.
Keywords :
adaptive control; closed loop systems; drugs; fuzzy control; medical control systems; anesthesia delivery control; bispectral index; closed-loop control; fuzzy control; model-based patient-adaptive system; patient-specific propofol-induced hypnosis; simulated intraoperative patients; Algorithms; Anesthesia, Closed-Circuit; Anesthetics, Intravenous; Computer Simulation; Equipment Design; Fuzzy Logic; Humans; Hypnosis; Intraoperative Period; Models, Statistical; Monitoring, Intraoperative; Pattern Recognition, Automated; Propofol; Software;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5332539