用复发图分析胎儿心电图表征

E. T. Celik, B. Hurezeanu, A. Digulescu, M. Mazilu
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引用次数: 4

摘要

心电图(ECG)领域已经存在了一个多世纪,但胎儿心电图的分析仍处于起步阶段。这部分是由于缺乏优雅的标准数据库,部分是由于胎儿心电图的信噪比相对较低。本文应用复发图分析法对无创记录的腹部心电图进行分析。该方法是基于对被分析系统的状态空间轨迹的递归分析,这种递归分析特别用于研究像心电信号这样的混沌动力系统。该方法成功地降低了噪声对心电信号的影响,并表现了未被母体心电完全隐藏的胎儿分量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fetal ECG representation using recurrence plot analysis
The field of electrocardiography (ECG) has been in existence for over a century, but the analysis of fetal ECGs is still in its infancy. This is, partly due to a lack of availability of elegant standard databases, partly due to the relatively low signal to noise ratio of the fetal ECG compared to maternal ECG. In this paper we applied recurrence plot analysis method for noninvasively recorded abdominal ECG. This method is based on the analysis of recurrences of the state space trajectory of the system under analysis that has been employed especially for studying chaotic dynamical systems like ECG signals. The method is successfully applied to reduce the effect of noise on the ECG signal and represent fetal component that is not completely hidden by the maternal ECG.
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