• 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