Delineation of the QRS complex using the envelope of the e.c.g. |
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Authors: | M -E Nygårds L Sörnmo |
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Institution: | 1. Department of Medical Informatics, Link?ping University, S-581 85, Link?ping, Sweden 2. Division of Telecommunication Theory, University of Lund, S-220 07, Lund, Sweden
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Abstract: | A new algorithm for QRS delineation has been developed. Based on the envelope of the e.c.g. signal a delineation function
is defined, which yields a single positive pulse for each complex. From this function the onset and end of the QRS or, alternatively,
a fiducial point is determined. To remove low-frequency component such as S-T abnormalities without distortion of the QRS
complex, a filter with time-varying characteristics is used. The accuracy of the method has been evaluated in a test set of
different QRS complexes obtained from coronary care patients. For QRS onset, the standard deviation of the difference between
automated and manual determination was 7 ms in normal beats and 14 ms in ectopic beats. With simulated noise added to each
waveform an average dispersion of 7 ms was observed in the recognition of the QRS onset at a signal-to-noise ratio of 15 dB.
The corresponding dispersion in the location of a fiducial point was 2 ms. Using simulated e.c.g. data, the stability of the
method is demonstrated for transitions between different waveform morphologies.
Presented in part at ‘Computers in cardiology’, Florence, 23rd–25th September 1981 |
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Keywords: | Delineation Electrocardiogram Envelope Fiducial point QRS |
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