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Extraction of Fetal ECG from Maternal Abdominal Record in the 3rd Trimester of Gestation using R-R Interval Windowing Technique

机译:用R-R间隔窗口技术从妊娠3 Rd 妊娠期妊娠期妊娠期胎儿ECG提取

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Thousands of unborn children around the globe die everyday in their mother's womb due to stillbirth. The major cause for stillbirth is the inability to non-invasively monitor the Fetal Heart Rate (FHR) continuously during pregnancy. This triggered the search for alternative Fetal monitoring techniques, namely non-invasive Fetal Electrocardiogram (FECG) monitoring. Hence, we propose a time domain analysis and Fetal R-R interval windowing approach for the non-invasive extraction of FECG from Maternal Abdominal Electrocardiogram (MAECG), which achieved an accuracy of about 96.39% when compared against the reference direct Fetal Scalp ECG, and is higher than other relevant methods discussed in this paper. This simulation is based on records from the public database - Abdominal and Direct Fetal ECG Database (ADFECGDB) from Physionet.
机译:由于死产,全球各地的数千名未来的孩子在母亲的子宫中死亡。死产的主要原因是在怀孕期间不连续地不侵入胎儿心率(FHR)。这触发了寻找替代胎儿监测技术,即非侵入性胎儿心电图(FECG)监测。因此,我们提出了一种时域分析和胎儿RR间隔窗口,用于从母体腹心电图(MAECG)的非侵入式提取FECG,其在与参考直接胎儿头皮ECG相比,达到约96.39%的准确度,并且是高于本文讨论的其他相关方法。此模拟基于来自公共数据库 - 腹部和直接胎儿ECG数据库(ADFecGDB)的记录。

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