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Monitoring Fetal Heart Rate during Pregnancy: Contributions from Advanced Signal Processing and Wearable Technology

机译:监测怀孕期间的胎儿心率:来自先进信号处理和可穿戴技术的贡献

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Monitoring procedures are the basis to evaluate the clinical state of patients and to assess changes in their conditions, thus providing necessary interventions in time. Both these two objectives can be achieved by integrating technological development with methodological tools, thus allowing accurate classification and extraction of useful diagnostic information. The paper is focused on monitoring procedures applied to fetal heart rate variability (FHRV) signals, collected during pregnancy, in order to assess fetal well-being. The use of linear time and frequency techniques as well as the computation of non linear indices can contribute to enhancing the diagnostic power and reliability of fetal monitoring. The paper shows how advanced signal processing approaches can contribute to developing new diagnostic and classification indices. Their usefulness is evaluated by comparing two selected populations: normal fetuses and intra uterine growth restricted (IUGR) fetuses. Results show that the computation of different indices on FHRV signals, either linear and nonlinear, gives helpful indications to describe pathophysiological mechanisms involved in the cardiovascular and neural system controlling the fetal heart. As a further contribution, the paper briefly describes how the introduction of wearable systems for fetal ECG recording could provide new technological solutions improving the quality and usability of prenatal monitoring.
机译:监测程序是评估患者的临床状态并评估其条件变化的基础,从而及时提供必要的干预措施。这两个目标都可以通过用方法工具整合技术开发来实现,从而允许准确分类和提取有用的诊断信息。本文的重点是孕妇收集的胎儿心率变异性(FHRV)信号的监测程序,以评估胎儿福祉。使用线性时间和频率技术以及非线性指标的计算可以有助于提高胎儿监测的诊断功率和可靠性。本文显示了先进的信号处理方法如何为开发新的诊断和分类指标有贡献。通过比较两种选定的群体来评估它们的有用性:正常胎儿和子宫内生长受限制(IUGR)胎儿。结果表明,对FHRV信号的不同索引,无论是线性和非线性的,都提供了有用的指示,以描述控制胎心的心血管和神经系统中涉及的病理生理机制。作为进一步的贡献,本文简要介绍了胎儿ECG记录的可穿戴系统的引入如何提供新的技术解决方案,提高产前监测的质量和可用性。

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