DocumentCode :
1938951
Title :
The Combination of Amplitude and Sample Entropy in EEG and its Application to Assessment of Cerebral Injuries in Piglets
Author :
Dandan, Zhang ; Haiyan, Ding ; Xinlin, Hou ; Yunfeng, Liu ; Congle, Zhou ; Datian, Ye
Author_Institution :
Dept. of Biomed. Eng., Tsinghua Univ., Beijing
Volume :
2
fYear :
2008
fDate :
27-30 May 2008
Firstpage :
525
Lastpage :
529
Abstract :
Amplitude and Sample entropy are independent features of electroencephalography. They could reflect cerebral states in different aspects: amplitude denotes the intensity of synchronous neural activities in cortex while SampEn represents the signal complexity of these bioelectrical processes. Yet both of them have limits when applied to estimation of cerebral functions. Present paper introduces a new parameter called Samplitude by combining amplitude and SampEn of EEG. Then amplitude, SampEn and Samplitude are applied to a set of experimental EEGs. The results prove that Samplitude, which has a high separating capacity and a superior noise-proof ability, is a more suitable parameter to estimate cerebral functions.
Keywords :
electroencephalography; medical signal processing; neurophysiology; EEG amplitude entropy; EEG sample entropy; SampEn; Samplitude; bioelectrical signal complexity; cerebral function estimation; cortex; electroencephalography; piglet cerebral injuries; synchronous neural activities; Asphyxia; Biomedical engineering; Biomedical informatics; Brain modeling; Electrodes; Electroencephalography; Entropy; Injuries; Monitoring; Pediatrics; amplitude; cerebral injury; sample entropy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
BioMedical Engineering and Informatics, 2008. BMEI 2008. International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-0-7695-3118-2
Type :
conf
DOI :
10.1109/BMEI.2008.12
Filename :
4549229
Link To Document :
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