Artifact reduction in electrogastrogram based on empirical mode decomposition method

被引:130
作者
Liang, H [1 ]
Lin, Z
McCallum, RW
机构
[1] Florida Atlantic Univ, Ctr Complex Syst & Brain Sci, Boca Raton, FL 33431 USA
[2] Univ Kansas, Med Ctr, Dept Med, Kansas City, KS 66103 USA
关键词
electrogastrogram; empirical mode decomposition; artifact reduction; Hilbert transform; nonstationary;
D O I
10.1007/BF02344686
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Severe contamination of the gastric signal in electrogastrogram (EGG) analysus by respiratory, motion, cardiac artifacts, and possible myoelectrical activity from other organs, poses a major challenge to EGG interpretation and analysis. A generally applicable method for removing a variety of artifacts from EGG recordings is proposed based on the empirical mode decomposition (EMD) method This decomposition technique is adaptive, and appears to be uniquely suitable for nonlinear, non-stationary data analysis. The results show that this method, combined with instantaneous frequency analysis, effectively separate, identify and remove contamination from a wide variety of artifactual sources in EGG recordings.
引用
收藏
页码:35 / 41
页数:7
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