Agostinelli Angela, Grillo Marla, Biagini Alessandra, Giuliani Corrado, Burattini Luca, Fioretti Sandro, Di Nardo Francesco, Giannubilo Stefano R, Ciavattini Andrea, Burattini Laura
Department of Information Engineering, Polytechnic University of Marche, Ancona, Italy.
Department of Clinical Sciences, Polytechnic University of Marche, Ancona, Italy.
Ann Noninvasive Electrocardiol. 2015 Jul;20(4):303-13. doi: 10.1111/anec.12259. Epub 2015 Feb 2.
Noninvasive fetal electrocardiography (fECG), obtained positioning electrodes on the maternal abdomen, is important in safeguarding the life and the health of the unborn child. This study aims to provide a review of the state of the art of fECG, and includes a description of the parameters useful for fetus clinical evaluation; of the fECG recording procedures; and of the techniques to extract the fECG signal from the abdominal recordings.
The fetus clinical status is inferred by analyzing growth parameters, supraventricular arrhythmias, ST-segment variability, and fetal-movement parameters from the fECG signal. This can be extracted from an abdominal recording obtained using one of the following two electrode-types configurations: pure-abdominal and mixed. Differently from the former, the latter also provides pure maternal ECG tracings. From a mathematical point of view, the abdominal recording is a summation of three signal components: the fECG signal (i.e., the signal of interest to be extracted), the abdominal maternal ECG (amECG), and the noise. Automatic extraction of fECG includes noise removal by abdominal signal prefiltration (0.5-45 Hz bandpass filter) and amECG cancellation.
Differences among methods rely on different techniques used to extract fECG. If pure abdominal electrode configurations are used, fECG is extracted directly from the abdominal recording using independent component analysis or template subtraction. Eventually, if mixed electrode configurations are used, the fECG can be extracted using the adaptive filtering fed with the maternal ECG recorded by the electrodes located in the woman thorax or shoulder.
无创胎儿心电图(fECG)通过将电极放置在孕妇腹部获取,对保障胎儿的生命和健康至关重要。本研究旨在综述fECG的技术现状,包括描述对胎儿临床评估有用的参数、fECG记录程序以及从腹部记录中提取fECG信号的技术。
通过分析fECG信号中的生长参数、室上性心律失常、ST段变异性和胎动参数来推断胎儿的临床状况。这可以从使用以下两种电极类型配置之一获得的腹部记录中提取:纯腹部电极配置和混合电极配置。与前者不同,后者还能提供纯母体心电图描记。从数学角度看,腹部记录是三个信号成分的总和:fECG信号(即要提取的目标信号)、腹部母体心电图(amECG)和噪声。fECG的自动提取包括通过腹部信号预滤波(0.5 - 45 Hz带通滤波器)去除噪声和消除amECG。
不同方法之间的差异取决于用于提取fECG的不同技术。如果使用纯腹部电极配置,则使用独立成分分析或模板减法直接从腹部记录中提取fECG。最后,如果使用混合电极配置,则可以使用由位于女性胸部或肩部的电极记录的母体心电图进行自适应滤波来提取fECG。