Clinical implementation of advanced control in anaesthesia

被引:15
作者
Linkens, DA
Abbod, MF
Peacock, JE
机构
[1] Univ Sheffield, Dept Automat Control & Syst Engn, Sheffield S1 3JD, S Yorkshire, England
[2] Royal Hallamshire Hosp, Dept Anaesthet, Sheffield S10 2JF, S Yorkshire, England
关键词
anaesthesia; auditory evoked potentials; fuzzy logic; propofol; wavelets;
D O I
10.1177/014233120002200403
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A multi-sensor fusion system for monitoring and control of depth of anaesthesia in the operating theatre is described. Two types of anaesthesia measures are considered, the first being based on auditory evoked responses, while the second measure is based on cardiovascular system signals. The first measure is based on analysis of the signal using wavelets and a neuro-fuzzy system, while the second measure is based on analysis of the measurements using a rule-based fuzzy logic system. The two measures are combined to give a final level of depth of anaesthesia using another rule-based fuzzy logic system. The depth of anaesthesia level is fed back to a target controlled infusion system (TCI) to control the infusion of the drug propofol for maintaining a constant level of depth of anaesthesia.
引用
收藏
页码:303 / 330
页数:28
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