Automatic ectopic beat elimination in short-term heart rate variability measurement

被引:40
作者
Acar, B
Savelieva, I
Hemingway, H
Malik, M
机构
[1] Univ London St Georges Hosp, Sch Med, Dept Cardiol Sci, London SW17 0RE, England
[2] UCL, Sch Med, Dept Epidemiol & Publ Hlth, London WC1E 6BT, England
关键词
ECG processing; automated QRS detection; ectopic beat identification; large scale HRV analysis;
D O I
10.1016/S0169-2607(00)00081-X
中图分类号
TP39 [计算机的应用];
学科分类号
081203 [计算机应用技术]; 0835 [软件工程];
摘要
Our studies deal with fully automatic measurement of heart rate variability (HRV) in short term electrocardiograms. Presently, all existing HRV analysis programs require user intervention for ectopic beat identification, especially of supraventricular ectopic beats (SVE). This makes the HRV measurement in large, e.g. epidemiological studies problematic. In this paper, we present a fully automatic algorithm for the discrimination of the ventricular (VE) and SVE ectopic beats from the normal QRS complexes suited for a reliable HRV analysis. The QRS identification is based on the template matching method. The ectopic beats are identified based on several morphological and timing properties of the electrocardiogram (ECG) signal. The method incorporates several approaches and makes HRV analysis of large numbers of electrocardiograms feasible. It uses the template matching for the basic morphology check of the QRS complex and the P-wave, the timing information to avoid unnecessary ectopic beat checks and to adjust thresholds and it also looks for a special QRS morphology, which is common in VEs. We used a testing set of 69 electrocardiograms selected from a large number of recordings. The selected ECGs contained abnormalities including ectopic beats, right branch bundle block, respiratory arrhythmia, blocked atrial extrasystole, high amplitude and wide T-waves. The evaluation of our method showed a specificity of 0.99, supraventricular ectopic brat sensitivity of 0.99 and ventricular ectopic beat sensitivity of 0.98. (C) 2000 Elsevier Science Ireland Ltd. All rights reserved.
引用
收藏
页码:123 / 131
页数:9
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