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低幅值无创胎儿心电图记录中的心率检测

Heart rate detection in low amplitude non-invasive fetal ECG recordings.

作者信息

Peters Chris, Vullings Rik, Bergmans Jan, Oei Guid, Wijn Pieter

机构信息

Dept. of Clinical Phys., Maxima Med. Center, Veldhoven, The Netherlands.

出版信息

Conf Proc IEEE Eng Med Biol Soc. 2006;2006:6092-4. doi: 10.1109/IEMBS.2006.259845.

Abstract

Multi-electrode electrical measurements on the maternal abdomen may provide a valuable alternative to standard fetal monitoring. Removal of the maternal ECG from these recordings by means of subtracting a weighted linear combination of segments from preceding maternal ECG complexes, results in fetal ECG traces from which the fetal heart rate can be determined. Unfortunately, these traces often contain too much noise to determine the heart rate by R-peak detection. To overcome this limitation, an algorithm has been developed that calculates the heart rate based on cross-correlation. To validate the algorithm, noise was added to a fetal scalp ECG recording to simulate low amplitude abdominal recordings. Heart rates calculated by the algorithm were compared to the heart rates from the original scalp ECG. For simulated signals with a signal to noise ratio of 2, the coefficient of correlation was 0.99 (p<0.001). By using the developed algorithm for calculating the fetal heart rate, multi-electrode electrical measurements on the maternal abdomen now can be used for fetal monitoring in relatively early stages of pregnancy or other situations where ECG amplitudes are low or noise levels are high.

摘要

在孕妇腹部进行多电极电测量可能为标准胎儿监护提供一种有价值的替代方法。通过减去先前母体心电图复合波各段的加权线性组合,从这些记录中去除母体心电图,从而得到胎儿心电图轨迹,据此可确定胎儿心率。不幸的是,这些轨迹通常包含过多噪声,无法通过R波检测来确定心率。为克服这一局限性,已开发出一种基于互相关计算心率的算法。为验证该算法,向胎儿头皮心电图记录中添加噪声,以模拟低幅度腹部记录。将该算法计算出的心率与原始头皮心电图的心率进行比较。对于信噪比为2的模拟信号,相关系数为0.99(p<0.001)。通过使用所开发的计算胎儿心率的算法,现在孕妇腹部的多电极电测量可用于妊娠相对早期或心电图幅度低或噪声水平高的其他情况的胎儿监护。

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