Artifact reduction in electrogastrogram based on empirical mode decomposition method

Citation
H. Liang et al., Artifact reduction in electrogastrogram based on empirical mode decomposition method, MED BIO E C, 38(1), 2000, pp. 35-41
Citations number
19
Categorie Soggetti
Multidisciplinary,"Instrumentation & Measurement
Journal title
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
ISSN journal
01400118 → ACNP
Volume
38
Issue
1
Year of publication
2000
Pages
35 - 41
Database
ISI
SICI code
0140-0118(200001)38:1<35:ARIEBO>2.0.ZU;2-X
Abstract
Severe contamination of the gastric signal in electrogastrogram (EGG) analy sus by respiratory, motion, cardiac artifacts, and possible myoelectrical a ctivity from other organs, poses a major challenge to EGG interpretation an d analysis. A generally applicable method for removing a variety of artifac ts from EGG recordings is proposed based on the empirical mode decompositio n (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, effe ctively separate, identify and remove contamination from a wide variety of artifactual sources in EGG recordings.