• DocumentCode
    3428407
  • Title

    Extension and detailed overview of the HRVFrame framework for heart rate variability analysis

  • Author

    Jovic, A. ; Bogunovic, N. ; Cupic, Marko

  • Author_Institution
    Dept. of Electron., Microelectron., Comput. & Intell. Syst., Univ. of Zagreb, Zagreb, Croatia
  • fYear
    2013
  • fDate
    1-4 July 2013
  • Firstpage
    1757
  • Lastpage
    1763
  • Abstract
    The analysis of heart rate variability (HRV) is an important diagnostic method for detection and assessment of cardiac abnormalities. The availability of complete computer frameworks that can aid researchers in the field of HRV analysis is limited due to the large number of different feature extraction methods. A recently developed framework for feature extraction from cardiac rhythm called HRVFrame is promising, because it allows a user to access more than 40 implemented linear and nonlinear methods. The aim of this paper is to provide a more detailed overview of this framework and all of its capabilities and recent extensions. Additionally, the aim is to encourage the use of HRVFrame as a free and open-source tool for developing medical applications based on Java programming language. A comparison of the framework with existing solutions for cardiac rhythm analysis is provided.
  • Keywords
    Java; feature extraction; medical computing; patient diagnosis; public domain software; HRV analysis; HRVFrame framework; Java programming language; cardiac abnormality diagnostic method; cardiac rhythm analysis; computer frameworks; feature extraction methods; heart rate variability analysis; linear methods; nonlinear methods; open-source tool; Entropy; Feature extraction; Graphical user interfaces; Heart rate variability; Java; Rhythm; Vectors; Java programming; feature extraction; framework; heart rate variability; medical applications; open-source software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    EUROCON, 2013 IEEE
  • Conference_Location
    Zagreb
  • Print_ISBN
    978-1-4673-2230-0
  • Type

    conf

  • DOI
    10.1109/EUROCON.2013.6625215
  • Filename
    6625215