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The Research of Photoplethysmography Morphology: Distincting Preeclampsia with Hierarchical Area Ratio

机译:光体积描记术形态学研究:区分先兆子痫与分级面积比。

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The variations of photoplethysmography (PPG) morphology for the pregnancies with preeclampsia (PE) were studied in this paper. PPG data from 16 hypertensive pregnancies with PE and 26 normotensive pregnancies were acquired by the standard medical monitor. A novel hierarchical area ratio (HAR) parameter was invented to segment and quantitate the descending domain of a pulse based on the data acquired. The algorithm and features of HAR are fully explained and discussed in the paper. A rough PE distinction based on the statistics of HAR calculated from the original PPG signals was conducted with the precision of 72.7%, sensitivity of 100%, specificity of 76.9% and accuracy of 85.7%. The HAR we proposed in the paper showed favorable prospects in the quick distinction of PE.
机译:研究了子痫前期(PE)孕妇的光电容积描记术(PPG)形态的变化。通过标准医疗监护仪采集了16例PE高血压妊娠和26例正常血压妊娠的PPG数据。发明了一种新颖的分层面积比(HAR)参数,用于根据采集的数据对脉冲的下降域进行分段和量化。本文对HAR的算法和特性进行了充分的解释和讨论。根据从原始PPG信号计算出的HAR的统计数据对PE进行粗略的区分,其准确度为72.7%,灵敏度为100%,特异性为76.9%,准确度为85.7%。我们在本文中提出的HAR在快速区分PE方面显示出良好的前景。

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