A robust delineation approach of electrocardiographic P waves

Y. Singh, Phalguni Gupta
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引用次数: 10

Abstract

This paper presents a new delineation approach of electrocardiographic P waves. The approach works directly on the digitized ECG. It computes the time derivative of the signal and detects the features of P wave using adaptive thresholding approach that overcome from the impact of high frequency noise present in the signal. Performance of the proposed P wave delineator is evaluated on Physionet QT database, which shows the detection sensitivity to 99.5% and positive predictivity to 99.89%. Lower values of mean error and standard deviation for onset and offset of P wave fiducials are obtained to 5.18±8.1 and 4.4±6.29, where units are in ms. These delineation results are outperformed in comparison to other methods on standard database.
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一种稳健的心电图P波描绘方法
本文提出了一种新的心电图P波圈定方法。该方法直接适用于数字化心电。它计算信号的时间导数,并使用自适应阈值方法检测P波的特征,该方法克服了信号中存在的高频噪声的影响。在Physionet QT数据库上对所提出的P波描述器的性能进行了评估,检测灵敏度为99.5%,阳性预测率为99.89%。P波基准点起始和偏移的平均误差和标准差较低,分别为5.18±8.1和4.4±6.29,单位为ms。与标准数据库上的其他方法相比,其圈定结果优于其他方法。
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