DocumentCode
3076098
Title
Quantification of combined method for interferences reduction in multichannel surface electroenterogram
Author
Ye, Y. ; Garcia-Casado, J. ; Martinez-de-Juan, J.L. ; Álvarez, D. ; Prats-Boluda, G.
Author_Institution
Instituto de Investigación e Innovación en BioingenierÃ\xada, Valencia, Spain
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
3612
Lastpage
3615
Abstract
Surface electroenterogram (EEnG) is a non-invasive method for monitoring the intestinal motility. However, surface EEnG signals are contaminated by strong physiological interferences. The main interferences which affect high-frequency components of surface EEnG are cardiac activity and movement artifacts. The aim of this work is to quantify the effectiveness of a combined method based on empirical mode decomposition and independent component analysis to remove these interferences from multichannel surface EEnG. In order to do so, several parameters were calculated from five recording sessions: Signal-to-ECG interference ratio (S/I) and variation of energy over 2 Hz (EF2). The results show that the S/I of processed signals was significantly higher than that of original signals, moreover the improvement of the S/I ratio is due to the attenuation of energy associated to interference. The proposed method also allows cancelling movement artifacts from surface EEnG, reducing considerably the non-physiological variation of EF2. Furthermore after the application of the combined method, correlation coefficient between EF2 of internal recording with EF2 of surface recording is greatly higher. Therefore, the proposed method could be helpful to reduce high-frequency interferences in EEnG recording and to provide more robust non-invasive intestinal motility indicators.
Keywords
Abdomen; Animals; Electrocardiography; Electrodes; Independent component analysis; Interference; Intestines; Monitoring; Robustness; Surface contamination; Algorithms; Artifacts; Automatic Data Processing; Computers; Data Interpretation, Statistical; Electrodiagnosis; Electromyography; Gastrointestinal Motility; Humans; Intestines; Signal Processing, Computer-Assisted; Software; Subtraction Technique; Time Factors;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4649988
Filename
4649988
Link To Document