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Computer-assisted ECG interpretation for confirmation of premature atrial complexes
C W Musser1, T W Simmons, W K Haisty
1Department of Medicine, Section of Cardiology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Unlabelled:
Current programs for computerized ECG analysis are not interactive. We developed custom software for computer-assisted ECG interpretation that functioned interactively with an observer directing the computerized process. The software was first used for recognition of PACs superimposed on ST-T waveforms. The interactive process included 6 steps. 1) The computer displayed the 12-lead ECG and the user selected the most frequent QRS-T waveforms for averaging. 2) The computer generated and displayed the averaged QRS-T waveform. 3) The user selected waveforms suspected to have PACs superimposed on the ST-T segments. 4) The computer generated and displayed the difference waveform by subtracting the average waveform from the suspect waveforms. 5) The user recognized and p-waves in the difference waveform and marked the onset and offset by positioning the cursor and clicking. 6) The computer then measured p-wave amplitudes, durations, and areas and displayed the recognized p-wave. The program was developed using digital data from 2 ECGs and tested on 39 ECGs with suspected PACs and 26 control ECGs.
Results:
The software and user interaction recognized 79 PACs in the suspect group. Control ECGs were analyzed using 3 complexes with the same leads and onsets as the test group. Of the 79 PACs found in the suspect group, mean values included an area under the curve of 4.0 +/- 3.2 microV-s for the test group versus 0.4 +/- 0.4 microV-s for the control (P < 0.001) and peak-to-trough voltage amplitudes of 104 +/- 66 microV versus 15 +/- 7 microV for the control (P < 0.001). The average time of onset of the premature complexes was 282 +/- 120 msec, and their duration was 100 +/- 28 msec.
Conclusion:
Custom software combined the superior human pattern recognition with the digital signal processing of the computer. This enhanced recognition of ectopic atrial activity.
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