• DocumentCode
    1320490
  • Title

    Generation of ECG prototype waveforms by piecewise correlational averaging

  • Author

    Hecht, S.E. ; Vidal, J.J.

  • Author_Institution
    Dept. of Computer Sci., Univ. of California, Los Angeles, CA, USA
  • Issue
    5
  • fYear
    1980
  • Firstpage
    415
  • Lastpage
    420
  • Abstract
    Describes a novel approach to the processing of ECG data. The procedure constructs a prototype waveform and generates timing statistics on the waveform components within the beats. Individual segments, defined heuristically to separate the P, QRS, and T waves in each recorded waveform, are aligned by correlation and averaged independently. The individual segment averages are subsequently concatenated to form the prototype. The new prototype is shown to correlate better with the ensemble of data waveforms than does the conventional time-locked average. The process also generates intrabeat statistics that describe the relative latency fluctuations within the waveform population.
  • Keywords
    electrocardiography; pattern recognition; statistics; ECG prototype waveforms generation; intrabeat statistics; piecewise correlational averaging; relative latency fluctuations; segmentation; timing statistics; Computers; Correlation; Educational institutions; Electrocardiography; Principal component analysis; Prototypes; Cioss correlation; latency correction; signal averaging;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.1980.6592362
  • Filename
    6592362