Neural network adaptive output feedback control for intensive care unit sedation and intraoperative anesthesia

IEEE Transactions on Neural Networks

Volumn 18, Issue 4, 2007, Pages 1049-1066

  Haddad, Wassim M ^a   Bailey, James M ^b   Hayakawa, Tomohisa ^c   Hovakimyan, Naira ^d  

^a Georgia Institute of Technology   (United States)

^b Northeast Georgia Medical Center   (United States)

^c TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^d State University   (United States)

Author keywords

Adaptive control; Automated anesthesia; Bispectral index (BIS); Dynamic output feedback; Electroencephalography; Neural networks; Nonlinear nonnegative systems; Nonnegative control; Set point regulation

Indexed keywords

AUTOMATED ANESTHESIA; BISPECTRAL INDEX (BIS); DYNAMIC OUTPUT FEEDBACK; NONLINEAR NONNEGATIVE SYSTEMS; PHARMACOLOGY; SET-POINT REGULATION;

ADAPTIVE CONTROL SYSTEMS; ANESTHETICS; CLOSED LOOP CONTROL SYSTEMS; ELECTROENCEPHALOGRAPHY; FEEDBACK CONTROL; INTENSIVE CARE UNITS; LYAPUNOV METHODS;

RECURRENT NEURAL NETWORKS;

HYPNOTIC SEDATIVE AGENT;

ANESTHESIA; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; COMPUTER ASSISTED DRUG THERAPY; COMPUTER SIMULATION; DRUG EFFECT; ELECTROENCEPHALOGRAPHY; EVALUATION; EXPERT SYSTEM; FEEDBACK SYSTEM; INTENSIVE CARE; METHODOLOGY; PATIENT MONITORING;

ANESTHESIA; COMPUTER SIMULATION; DRUG THERAPY, COMPUTER-ASSISTED; ELECTROENCEPHALOGRAPHY; EXPERT SYSTEMS; FEEDBACK; HYPNOTICS AND SEDATIVES; INTENSIVE CARE; MODELS, BIOLOGICAL; MONITORING, INTRAOPERATIVE; NEURAL NETWORKS (COMPUTER);

EID: 34547092430     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2007.899164     Document Type: Article

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