Ungureanu Mihaela, Bergmans Johannes W, Mischi Massimo, Oei S Guid, Strungaru Rodica
Department of Applied Electronics and Information Engineering, Politehnica University of Bucharest, Romania.
Conf Proc IEEE Eng Med Biol Soc. 2005;2005:5916-9. doi: 10.1109/IEMBS.2005.1615837.
The fetal ECG can be detected in the recorded abdominal signals. A new procedure to compute the fetal heart rate (FHR) is proposed. The abdominal signal is first preprocessed in order to remove the baseline and the uterine contractions. Then the ECG of the mother (MECG) is removed using coherent averaging and optimizing the averaged MECG template. The channels containing the clearest fetal ECG signal (FECG) are identified by the autocorrelation function. The FECG is enhanced by the cross correlation between the two channels that show the strongest FECG. This enhancement is possible since the residual noise in the abdominal signal after removal of baseline, uterine contractions and maternal ECG is not correlated among the channels. The fetal R-Peaks are then detected and the FHR is computed. The obtained FHR is further corrected, using the information about the MECG and about the FECG.
可以在记录的腹部信号中检测到胎儿心电图。本文提出了一种计算胎儿心率(FHR)的新方法。首先对腹部信号进行预处理,以去除基线和子宫收缩信号。然后,使用相干平均法并优化平均后的母亲心电图(MECG)模板来去除母亲的心电图。通过自相关函数识别出包含最清晰胎儿心电图信号(FECG)的通道。通过显示最强FECG的两个通道之间的互相关来增强FECG。这种增强是可行的,因为在去除基线、子宫收缩信号和母亲心电图后,腹部信号中的残余噪声在各通道之间不相关。然后检测胎儿的R波峰并计算FHR。利用有关MECG和FECG的信息对获得的FHR进行进一步校正。