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Automatic interpretation of dominant rhythm in awake electroencephalogram based on coherence and phase analysis for bipolar derivation  ( EI收录)  

文献类型:期刊文献

英文题名:Automatic interpretation of dominant rhythm in awake electroencephalogram based on coherence and phase analysis for bipolar derivation

作者:Zhang, Xiu[1]; Wang, Xingyu[1]; Nagamine, Takashi[2]; Sugi, Takenao[3]; Shibasaki, Hiroshi[4]; Ikeda, Akio[5]; Nakamura, Masatoshi[6]

机构:[1] Department of Automation, East China University of Science and Technology, Shanghai, China; [2] Department of System Neuroscience, Sapporo Medical University, Hokkai-do, Japan; [3] Department of Electrical and Electronic Engineering, Saga University, Saga, Japan; [4] Takeda General Hospital, Kyoto, Japan; [5] Department of Neurology, Kyoto University, Kyoto, Japan; [6] Research Institute of Systems Control, Institute for Advanced Research and Education, Saga University, Saga, Japan

年份:2009

外文期刊名:Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009

收录:EI(收录号:20100312643786)

语种:英文

外文关键词:Coherent light - Spectrum analysis - Activation analysis

摘要:Automatic electroencephalogram (EEG) interpretation based on referential derivation is easily interfered by ear lobe activation. In order to improve the quantitative EEG interpretation of dominant rhythm, bipolar derivation was proposed in this study. Coherence and phase obtained from cross spectrum analysis were used to determine the focus of dominant rhythm. Existence, peak frequency, amplitude and asymmetry of dominant rhythm were interpreted within the frequency band from 4 to 13Hz. The automatic interpretation of dominant rhythm based on bipolar derivation was compared with the visual inspection of electroencephalographer (EEGer) and showed good consistence. ?2009 IEEE.

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