NEW METHOD OF AUTOMATED SLEEP QUANTIFICATION

被引:65
作者
ROBERTS, S
TARASSENKO, L
机构
[1] Medical Engineering Unit, Department of Engineering Science, University of Oxford, Oxford, OX1 3PJ, Parks Road
关键词
ARTIFICIAL NEURAL NETWORKS; COMPETING DYNAMIC PROCESSES; EEG ANALYSIS; SLEEP;
D O I
10.1007/BF02457830
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Since its discovery some 50 years ago, the electro-encephalogram (EEG) has formed the basis for classification of sleep into several stages, either laboriously performed by visual examination of the EEG and related signals, or more recently, by automated techniques. Both visual scoring and most automated analyses are highly subjective and rely on application of a predefined set of rules. A method of analysing the EEG which requires no such application of rules and aims to give some indication of the dynamics of sleep in humans is proposed in the paper.
引用
收藏
页码:509 / 517
页数:9
相关论文
共 27 条