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Using Permutation Entropy to Measure the Changes in EEG Signals During Absence Seizures
Li, Jing1,2,3; Yan, Jiaqing4; Liu, Xianzeng5; Ouyang, Gaoxiang1,2,6
关键词EEG pre-seizure permutation entropy absence epilepsy
刊名ENTROPY
2014-06-01
DOI10.3390/e16063049
16期:6页:3049-3061
收录类别SCI
文章类型Article
WOS标题词Science & Technology
类目[WOS]Physics, Multidisciplinary
资助者National Natural Science Foundation of China ; Beijing Natural Science Foundation ; Fundamental Research Funds for the Central Universities ; National Natural Science Foundation of China ; Beijing Natural Science Foundation ; Fundamental Research Funds for the Central Universities
研究领域[WOS]Physics
关键词[WOS]EMPIRICAL MODE DECOMPOSITION ; BRAIN ELECTRICAL-ACTIVITY ; EPILEPTIC SEIZURES ; APPROXIMATE ENTROPY ; SAMPLE ENTROPY ; WAVE DISCHARGES ; GENETIC MODEL ; SCALP EEG ; RECORDINGS ; ANESTHESIA
英文摘要

In this paper, we propose to use permutation entropy to explore whether the changes in electroencephalogram (EEG) data can effectively distinguish different phases in human absence epilepsy, i.e., the seizure-free, the pre-seizure and seizure phases. Permutation entropy is applied to analyze the EEG data from these three phases, each containing 100 19-channel EEG epochs of 2 s duration. The experimental results show the mean value of PE gradually decreases from the seizure-free to the seizure phase and provides evidence that these three different seizure phases in absence epilepsy can be effectively distinguished. Furthermore, our results strengthen the view that most frontal electrodes carry useful information and patterns that can help discriminate among different absence seizure phases.

语种英语
所属项目编号61025019 ; 61105027 ; 81341042 ; 4143063
资助者National Natural Science Foundation of China ; Beijing Natural Science Foundation ; Fundamental Research Funds for the Central Universities ; National Natural Science Foundation of China ; Beijing Natural Science Foundation ; Fundamental Research Funds for the Central Universities
WOS记录号WOS:000338545300007
引用统计
被引频次:22[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.bjmu.edu.cn/handle/400002259/61277
专题北京大学第二临床医学院
作者单位1.Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
2.Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing 100875, Peoples R China
3.Nanchang Univ, Sch Informat Engn, Dept Elect & Automat Engn, Nanchang 330031, Peoples R China
4.Yanshan Univ, Inst Elect Engn, Qinhuangdao 066004, Peoples R China
5.Peking Univ, Peoples Hosp, Comprehens Epilepsy Ctr, Dept Neurol & Neurosurg, Beijing 100044, Peoples R China
6.Beijing Normal Univ, Ctr Collaborat & Innovat Brain & Learning Sci, Beijing 100875, Peoples R China
推荐引用方式
GB/T 7714
Li, Jing,Yan, Jiaqing,Liu, Xianzeng,et al. Using Permutation Entropy to Measure the Changes in EEG Signals During Absence Seizures[J]. ENTROPY,2014,16(6):3049-3061.
APA Li, Jing,Yan, Jiaqing,Liu, Xianzeng,&Ouyang, Gaoxiang.(2014).Using Permutation Entropy to Measure the Changes in EEG Signals During Absence Seizures.ENTROPY,16(6),3049-3061.
MLA Li, Jing,et al."Using Permutation Entropy to Measure the Changes in EEG Signals During Absence Seizures".ENTROPY 16.6(2014):3049-3061.
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