Title :
A Model-Predictive Hypnosis Control System Under Total Intravenous Anesthesia
Author :
Sawaguchi, Yoshihito ; Furutani, Eiko ; Shirakami, Gotaro ; Araki, Mituhiko ; Fukuda, Azuhiko
Author_Institution :
Kisarazu Nat. Coll. of Technol., Chiba
fDate :
3/1/2008 12:00:00 AM
Abstract :
In ambulatory surgery, anesthetic drugs must be administered at a suitable rate to prevent adverse reactions after discharge from the hospital. To realize more appropriate anesthesia, we have developed a hypnosis control system, which administers propofol as an anesthetic drug to regulate the bispectral index (BIS), an electroencephalography (EEG)-derived index reflecting the hypnosis of a patient. This system consists of three functions: 1) a feedback controller using a model-predictive control method, which can adequately accommodate the effects of time delays; 2) a parameter estimation function of individual differences; and 3) a risk control function for preventing undesirable states such as drug overinfusion or intraoperative arousal. With the approval of the ethics committee of our institute, 79 clinical trials took place since July 2002. The results show that our system can reduce the total amount of propofol infusion and maintain the BIS more accurately than anesthesiologist´s manual adjustment.
Keywords :
blood vessels; drug delivery systems; electroencephalography; medical control systems; parameter estimation; predictive control; surgery; EEG; ambulatory surgery; anesthetic drugs; bispectral index; drug overinfusion; electroencephalography; feedback controller; hypnosis control system; intraoperative arousal; intravenous anesthesia; model-predictive control method; parameter estimation function; propofol; risk control function; Adaptive control; Ambulatory surgery; Anesthesia; Anesthetic drugs; Brain modeling; Control system synthesis; Control systems; Delay effects; Electroencephalography; Hospitals; Bispectral index (BIS); hypnosis control system; model-predictive control; propofol; Adolescent; Adult; Aged; Aged, 80 and over; Anesthesia, General; Anesthetics, General; Computer Simulation; Consciousness; Drug Monitoring; Drug Therapy, Computer-Assisted; Electroencephalography; Feedback; Female; Humans; Male; Middle Aged; Models, Biological; Propofol;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2008.915670