EEG Complexity during Sleep: on the effect of micro and macro sleep structure

被引：6
|
作者：
Chouvarda, I. [1 ,2 ]
Rosso, V. [3 ]
Mendez, M. O. [1 ]
Bianchi, A. M. [1 ]
Parrino, L. [3 ]
Grassi, A. [3 ]
Terzano, M. [3 ]
Cerutti, S. [1 ]
Maglaveras, N.
机构：
[1] Polytecn Milano, BME Dept, Milan, Italy
[2] Aristotle Univ Thessaloniki, Lab Med Informat, Thessaloniki, Greece
[3] Univ Parma, Sleep Disorders Ctr, Dept Neurol, Parma, Italy
来源：
2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2010年
基金：
欧盟第七框架计划;
关键词：
ENTROPY; CAP;
D O I：
10.1109/IEMBS.2010.5627567
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
This work investigates the relation between EEG complexity measures, in particular Fractal Dimension and Sample Entropy, and sleep structure, in terms of both macrostructure, i.e. sleep stages, and microstructure, i.e. phase A activation of CAP sleep. Activation phases are compared with the non-activation periods of non- REM sleep. The study suggests that complexity features can serve as consistent descriptors of sleep dynamics and can potentially assist in the classification of sleep stages.
引用
收藏
页码：5959 / 5962
页数：4
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