EEG signal processing in anesthesia-using wavelet-based informational tools

被引：0

作者：

Ye, Zhiqian ^{[1
]}

Tian, Fuying ^{[1
]}

Weng, Jianfeng ^{[1
]}

机构：

[1] Zhejiang Univ, Coll Biomed Engn & Sci Instrumentat, Hangzhou 310027, Peoples R China

来源：

2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7 | 2005年

关键词：

wavelet analysis; wavelet entropy; depth of anesthesia; electroencephalogram (EEG);

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

A new tools of wavelet entropy (WE) is applied to characterize the dynamical properties of EEGs for purpose of evaluating the depth of anesthesia (DOA). 31 cases are analysed with WE, and the result shows the WE measure for EEGs can distinguish awake and asleep state in anesthesia with a high accuracy of 95%. Compared with C(n) complexity, the WE demonstrates the same good performance, and needs shorter data length for analysis. These remind that WE is a potential quantifier of DOA.

引用

页码：4127 / 4129

页数：3

共 7 条

[1] Closed-loop control of propofol anaesthesia using bispectral index™:: performance assessment in patients receiving computer-controlled propofol and manually controlled remifentanil infusions for minor surgery [J].

Absalom, AR ;

Kenny, GNC .

BRITISH JOURNAL OF ANAESTHESIA, 2003, 90 (06) :737-741

[2] A primer for EEG signal processing in anesthesia [J].

Rampil, IJ .

ANESTHESIOLOGY, 1998, 89 (04) :980-1002

[3] Brain electrical activity analysis using wavelet-based informational tools [J].

Rosso, OA ;

Martin, MT ;

Plastino, A .

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 313 (3-4) :587-608

[4] Wavelet entropy:: a new tool for analysis of short duration brain electrical signals [J].

Rosso, OA ;

Blanco, S ;

Yordanova, J ;

Kolev, V ;

Figliola, A ;

Schürmann, M ;

Basar, E .

JOURNAL OF NEUROSCIENCE METHODS, 2001, 105 (01) :65-75

[5] A multicenter study of bispectral electroencephalogram analysis for monitoring anesthetic effect [J].

Sebel, PS ;

Lang, E ;

Rampil, IJ ;

White, PF ;

Cork, R ;

Jopling, M ;

Smith, NT ;

Glass, PSA ;

Manberg, P .

ANESTHESIA AND ANALGESIA, 1997, 84 (04) :891-899

[6] Quantitative EEG in assessment of anaesthetic depth: Comparative study of methodology [J].

Thomsen, CE ;

Prior, PF .

BRITISH JOURNAL OF ANAESTHESIA, 1996, 77 (02) :172-178

[7]

ZHANG XS, 2001, IEEE T BIOMEDICAL EN, V48

← 1 →