DocumentCode
591295
Title
Suppression of motion artifacts in optical action potential records by independent component analysis
Author
Janousek, Oto ; Kolarova, Jana ; Ronzhina, Marina ; Novakova, Marie ; Krishnan, Sridhar
Author_Institution
Dept. of Biomed. Eng., Brno Univ. of Technol., Brno, Czech Republic
fYear
2012
fDate
9-12 Sept. 2012
Firstpage
641
Lastpage
644
Abstract
Optical signals reflect electrical changes in the heart; however, the presence of motion artifact (MA) complicates the evaluation. Possibility of MA suppression by independent component analysis (ICA) method is presented in this article with an analysis of ICA efficiency and its limitations. Suppression of MA by ICA method was compared with results obtained by state-of-the-art signal processing method, the ratio method. Based on this comparison, the ICA was found as highly precise and useful method for motion artifact removal. ICA seems to be a promising tool for analysis of optical signals recorded from the heart surface.
Keywords
bio-optics; bioelectric potentials; cardiology; independent component analysis; medical signal processing; electrical changes; heart surface; independent component analysis; motion artifact removal; motion artifact suppression; optical action potential records; optical signal recording; ratio method; state-of-the-art signal processing method; Heart; Integrated optics; Optical recording; Optical reflection; Optical sensors; Optical signal processing; Stimulated emission;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing in Cardiology (CinC), 2012
Conference_Location
Krakow
ISSN
2325-8861
Print_ISBN
978-1-4673-2076-4
Type
conf
Filename
6420475
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