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无创胎儿心电图 第二部分:用于信号去噪的分段搏动调制方法

Noninvasive Fetal Electrocardiography Part II: Segmented-Beat Modulation Method for Signal Denoising.

作者信息

Agostinelli Angela, Sbrollini Agnese, Burattini Luca, Fioretti Sandro, Di Nardo Francesco, Burattini Laura

机构信息

Department of Information Engineering, Università Politecnica delle Marche, Ancona, Italy.

Department of Clinical Sciences, Università Politecnica delle Marche, Ancona, Italy.

出版信息

Open Biomed Eng J. 2017 Mar 31;11:25-35. doi: 10.2174/1874120701711010025. eCollection 2017.

Abstract

BACKGROUND

Fetal well-being evaluation may be accomplished by monitoring cardiac activity through fetal electrocardiography. Direct fetal electrocardiography (acquired through scalp electrodes) is the gold standard but its invasiveness limits its clinical applicability. Instead, clinical use of indirect fetal electrocardiography (acquired through abdominal electrodes) is limited by its poor signal quality.

OBJECTIVE

Aim of this study was to evaluate the suitability of the Segmented-Beat Modulation Method to denoise indirect fetal electrocardiograms in order to achieve a signal-quality at least comparable to the direct ones.

METHOD

Direct and indirect recordings, simultaneously acquired from 5 pregnant women during labor, were filtered with the Segmented-Beat Modulation Method and correlated in order to assess their morphological correspondence. Signal-to-noise ratio was used to quantify their quality.

RESULTS

Amplitude was higher in direct than indirect fetal electrocardiograms (median:104 µV 22 µV; P=7.66·10), whereas noise was comparable (median:70 µV 49 µV, P=0.45). Moreover, fetal electrocardiogram amplitude was significantly higher than affecting noise in direct recording (P=3.17·10) and significantly in indirect recording (P=1.90·10). Consequently, signal-to-noise ratio was initially higher for direct than indirect recordings (median:3.3 dB -2.3 dB; P=3.90·10), but became lower after denoising of indirect ones (median:9.6 dB; P=9.84·10). Eventually, direct and indirect recordings were highly correlated (median: ρ=0.78; P<10), indicating that the two electrocardiograms were morphologically equivalent.

CONCLUSION

Segmented-Beat Modulation Method is particularly useful for denoising of indirect fetal electrocardiogram and may contribute to the spread of this noninvasive technique in the clinical practice.

摘要

背景

胎儿健康评估可通过胎儿心电图监测心脏活动来完成。直接胎儿心电图(通过头皮电极获取)是金标准,但它的侵入性限制了其临床应用。相反,间接胎儿心电图(通过腹部电极获取)的临床应用因信号质量差而受到限制。

目的

本研究的目的是评估分段搏动调制法对间接胎儿心电图进行去噪的适用性,以获得至少与直接胎儿心电图相当的信号质量。

方法

对5名孕妇分娩期间同时采集的直接和间接记录,采用分段搏动调制法进行滤波,并进行相关性分析,以评估它们的形态对应关系。信噪比用于量化它们的质量。

结果

直接胎儿心电图的振幅高于间接胎儿心电图(中位数:104 μV对22 μV;P = 7.66·10),而噪声相当(中位数:70 μV对49 μV,P = 0.45)。此外,胎儿心电图振幅在直接记录中显著高于干扰噪声(P = 3.17·10),在间接记录中也显著高于干扰噪声(P = 1.90·10)。因此,直接记录的初始信噪比高于间接记录(中位数:3.3 dB对 -2.3 dB;P = 3.90·10),但间接记录去噪后信噪比降低(中位数:9.6 dB;P = 9.84·10)。最终,直接和间接记录高度相关(中位数:ρ = 0.78;P < 10),表明两种心电图在形态上是等效的。

结论

分段搏动调制法对间接胎儿心电图去噪特别有用,可能有助于这种非侵入性技术在临床实践中的推广。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6f7/5418918/09b18510e237/TOBEJ-11-25_F1.jpg

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