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Suppression of Motion Artifacts in Optical Action Potential Records by Independent Component Analysis

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14110%2F12%3A00057830" target="_blank" >RIV/00216224:14110/12:00057830 - isvavai.cz</a>

  • Result on the web

    <a href="http://cinc.mit.edu/archives/2012/pdf/0641.pdf" target="_blank" >http://cinc.mit.edu/archives/2012/pdf/0641.pdf</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Suppression of Motion Artifacts in Optical Action Potential Records by Independent Component Analysis

  • Original language description

    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 analysisof 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 formotion artifact removal. ICA seems to be a promising tool for analysis of optical signals recorded from the heart surface.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    ED - Physiology

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Computing in Cardiology

  • ISBN

    9781467320740

  • ISSN

    2325-8861

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    641-644

  • Publisher name

    Computing in Cardiology

  • Place of publication

    Krakow

  • Event location

    Kraków

  • Event date

    Sep 9, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article