• DocumentCode
    561832
  • Title

    ECG quality assessment for patient empowerment in mHealth applications

  • Author

    Hayn, Dieter ; Jammerbund, Bernhard ; Schreier, Günter

  • Author_Institution
    AIT Austrian Inst. of Technol. GmbH, Graz, Austria
  • fYear
    2011
  • fDate
    18-21 Sept. 2011
  • Firstpage
    353
  • Lastpage
    356
  • Abstract
    State-of-the-art mobile ECG recorders are usually not intended to be used by untrained personnel or by patients themselves. For that purpose, a suitable graphical user interface that provides real-time feedback concerning the signal quality is required. We have developed a measure for mobile ECG quality assessment based on a) basic signal quality properties (amplitude, spikes, constant signal portions), b) number of crossing points in between different leads, and c) QRS-amplitude vs. noise-amplitude ratio. An advanced algorithm and a simplified Android algorithm were implemented and evaluated by taking part in the Computing in Cardiology Challenge 2011. Our advanced algorithm achieved a score of 0.916 (4th place) in Event 1 of the Computing in Cardiology Challenge 2011. The simplified Android algorithm achieved a score of 0.834 (6th place) in Event 2 and a score of the 0.873 (1st place) in Event 3 of the challenge.
  • Keywords
    electrocardiography; graphical user interfaces; medical information systems; medical signal processing; mobile computing; Android algorithm; QRS amplitude-noise amplitude ratio; constant signal portion; graphical user interface; m-Health application; mobile ECG recorders; patient empowerment; real-time feedback; signal quality properties; Algorithm design and analysis; Cardiology; Classification algorithms; Electrocardiography; Lead; Smart phones;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing in Cardiology, 2011
  • Conference_Location
    Hangzhou
  • ISSN
    0276-6547
  • Print_ISBN
    978-1-4577-0612-7
  • Type

    conf

  • Filename
    6164575