Bipolar EEG Analysis Based on Cross Spectrum: Focal Detection of Slowing Wave for Automatic EEG Interpretation

Bei Wang, T. Sugi, Xingyu Wang, A. Ikeda, T. Nagamine, H. Shibasaki, Masatoshi Nakamura
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引用次数: 3

Abstract

EEG is represented to referential derivation with ear lobe reference and bipolar derivations for quantitative inter- pretation. When the ear lobe was activated, referential derivation with ear lobe reference was contaminated by ear lobe artifacts. In this study, the focus and extension of EEG components were estimated based on the cross spectrum of bipolar derivation. A referential derivation was constructed by choosing the electrodes out of the focus and extension area to obtain the distribution of EEG components. The constructed referential derivation can avoid the artifacts of ear lobe activation for quantitative EEG interpretation. Keywords-cross spectrum; bipolar derivation; focal and extension; automatic EEG interpretation; slowing wave
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基于交叉谱的双相脑电图分析:用于脑电图自动解释的慢波焦点检测
脑电图用耳垂参考和双极导数表示为参考导数进行定量解释。当耳垂被激活时,使用耳垂参考的参考导数会受到耳垂伪影的污染。在本研究中,基于双极衍生的交叉谱估计了脑电成分的焦点和外延。通过在焦点和延伸区域中选取电极,构造参考导数,得到脑电信号分量的分布。构造的参考导数可以避免耳垂激活的伪影,用于定量脑电解释。Keywords-cross频谱;双极推导;焦点和延伸;脑电图自动判读;慢波
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