• DocumentCode
    1981068
  • Title

    Development of an ECG identification system

  • Author

    Kyoso, Masaki ; Uchiyama, Akihiko

  • Author_Institution
    Dept. of Inf. & Comput. Sci., Kanagawa Inst. of Technol., Japan
  • Volume
    4
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    3721
  • Abstract
    The purpose of this paper is to present a new identification engine for an ECG identification system. The system identifies subjects based on a comparison of a patient´s ECG with previously registered ECG feature parameters. These feature parameters are sampled from the intervals and durations of the electrocardiographic waves extracted using characteristic points appearing on the waveform of the second order derivative and are identified using discriminant analysis. Suitable combinations of feature parameters are selected and the accuracy of the proposed technique verified using ECGs from nine normal subjects.
  • Keywords
    electrocardiography; feature extraction; medical signal processing; ECG identification system development; characteristic points; discriminant analysis; electrodiagnostics; feature parameter; normal subjects; patient´s ECG comparison; second order derivative; technique accuracy verification; Electrocardiography; Engines; Equations; Feature extraction; Parameter extraction; Patient monitoring; Performance analysis; Protection; Robustness; Telemedicine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1019645
  • Filename
    1019645