• DocumentCode
    2081699
  • Title

    Atrial fibrillation detection using a smart phone

  • Author

    Jinseok Lee ; Reyes, Bersain A. ; McManus, David D. ; Mathias, O. ; Chon, Ki H.

  • Author_Institution
    WPI, Worcester, MA, USA
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    1177
  • Lastpage
    1180
  • Abstract
    We hypothesized that an iPhone 4s can be used to detect atrial fibrillation (AF) based on its ability to record a pulsatile photoplethysmogram (PPG) signal from a fingertip using the built-in camera lens. To investigate the capability of the iPhone 4s for AF detection, 25 prospective subjects with AF pre- and post-electrical cardioversion were recruited. Using an iPhone 4s, we collected 2-minute pulsatile time series. We investigated 3 statistical methods consisting of the Root Mean Square of Successive Differences (RMSSD), the Shannon entropy (ShE) and the Sample entropy (SampE), which have been shown to be useful tools for AF assessment. The beat-to-beat accuracy for RMSSD, ShE and SampE was found to be 0.9844, 0.8494 and 0.9552, respectively. It should be recognized that for clinical applications, the most relevant objective is to detect the presence of AF or normal sinus rhythm (NSR) in the data. Using this criterion, we achieved an accuracy of 100% for both detecting the presence of either AF or NSR.
  • Keywords
    bioelectric phenomena; cardiology; entropy; medical disorders; medical signal detection; photoplethysmography; smart phones; statistical analysis; time series; 2-minute pulsatile time series; AF assessment; AF detection; AF post-electrical cardioversion; AF preelectrical cardioversion; RMSSD; SampE; Sample entropy; ShE; Shannon entropy; atrial fibrillation detection; beat-to-beat accuracy; built-in camera lens; clinical applications; fingertip; iPhone 4s; normal sinus rhythm; pulsatile photoplethysmogram signal; root mean square of successive differences; smart phone; statistical methods; Accuracy; Atrial fibrillation; Entropy; Heart rate; Monitoring; Sensitivity; Time series analysis; Adult; Aged; Atrial Fibrillation; Cellular Phone; Female; Humans; Male; Middle Aged; Photoplethysmography; Prospective Studies; Sensitivity and Specificity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346146
  • Filename
    6346146