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Titolo:
Neuro-fuzzy closed-loop control of depth of anaesthesia
Autore:
Allen, R; Smith, D;
Indirizzi:
Univ Southampton, Inst Sound & Vibrat Res, Southampton SO17 1BJ, Hants, England Univ Southampton Southampton Hants England SO17 1BJ 7 1BJ, Hants, England Univ Southampton, Dept Anaesthesia, Southampton SO17 1BJ, Hants, England Univ Southampton Southampton Hants England SO17 1BJ 7 1BJ, Hants, England
Titolo Testata:
ARTIFICIAL INTELLIGENCE IN MEDICINE
fascicolo: 1-3, volume: 21, anno: 2001,
pagine: 185 - 191
SICI:
0933-3657(200101/03)21:1-3<185:NCCODO>2.0.ZU;2-D
Fonte:
ISI
Lingua:
ENG
Soggetto:
ANESTHESIA; LOGIC;
Keywords:
anaesthesia; closed-loop control; auditory evoked potential; neural network; fuzzy controller;
Tipo documento:
Article
Natura:
Periodico
Settore Disciplinare:
Clinical Medicine
Citazioni:
17
Recensione:
Indirizzi per estratti:
Indirizzo: Allen, R Univ Southampton, Inst Sound & Vibrat Res, Southampton SO17 1BJ, Hants, England Univ Southampton Southampton Hants England SO17 1BJ nts, England
Citazione:
R. Allen e D. Smith, "Neuro-fuzzy closed-loop control of depth of anaesthesia", ARTIF INT M, 21(1-3), 2001, pp. 185-191

Abstract

The utility of the auditory evoked potential (AEP) is under investigation as a feedback signal for the automatic closed-loop control of general anaesthesia using neural networks and fuzzy logic. The AEP is a signal derived from the electroencephalogram (EEG) in response to auditory stimulation, which may be useful as an index of the 'depth' of anaesthesia. A simple back-propagation neural network can learn the AEP and provides a satisfactory input to a fuzzy logic infusion controller for the administration of anaesthetic drugs, but the problem remains that of reliable signal acquisition. (C) 2001 Elsevier Science B.V. All rights reserved.

ASDD Area Sistemi Dipartimentali e Documentali, Università di Bologna, Catalogo delle riviste ed altri periodici
Documento generato il 25/01/20 alle ore 18:56:36