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Noninvasive Cuffless Blood Pressure Estimation Using Pulse Transit Time and Impedance Plethysmography

机译:使用脉冲传输时间和阻抗脉搏描记术的无创无袖带血压估计。

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Objective: To demonstrate the feasibility of everaging impedance plethysmography (IPG) for detection of pulse transit time (PTT) and estimation of blood pressure (BP). Methods: We first established the relationship between BP, PTT, and arterial impedance (i.e., the IPG observations). The IPG sensor was placed on the wrist while the photoplethysmography sensor was attached to the index finger to measure the PTT. With a cuff-based BP monitoring system placed on the upper arm as a reference, our proposed methodology was evaluated on 15 young, healthy human subjects leveraging handgrip exercises to manipulate BP/PTT and compared to several conventional PTT models to assess the efficacy of PTT/BP detections. Results: The proposed model correlated with BP fairly well with group average correlation coefficients of 0.88 +/- 0.07 for systolic BP (SBP) and 0.88 +/- 0.06 for diastolic BP (DBP). In comparison with the other PTT methods, PTT-IPG-based BP estimation provided a lower root-mean-squared-error of 8.47 +/- 0.91 mmHg and 5.02 +/- 0.73 mmHg for SBP and DBP, respectively. Conclusion: We conclude that the measurement of arterial impedance via IPG methods is an adequate indicator to estimate BP The proposed method appears to offer superiority compared to the conventional PTT estimation approaches. Significance: Using impedance magnitude to estimate PTT offers promise to realize wearable and cuffless BP devices.
机译:目的:证明使用阻抗阻抗容积描记法(IPG)进行脉搏传播时间(PTT)检测和血压估计(BP)的可行性。方法:我们首先建立了BP,PTT和动脉阻抗之间的关系(即IPG观察)。将IPG传感器放在手腕上,而将光电容积描记器传感器连接到食指以测量PTT。通过将基于袖带的BP监测系统放在上臂上作为参考,我们对15名健康年轻人进行了握力练习来操纵BP / PTT,对我们提出的方法进行了评估,并与几种常规PTT模型进行了比较以评估PTT的疗效/ BP检测。结果:所提出的模型与BP的相关性相当好,对于收缩压(SBP)的组平均相关系数为0.88 +/- 0.07,对于舒张压BP(DBP)的组平均相关系数为0.88 +/- 0.06。与其他PTT方法相比,基于PTT-IPG的BP估计对于SBP和DBP分别提供了8.47 +/- 0.91 mmHg和5.02 +/- 0.73 mmHg的更低的均方根误差。结论:我们得出结论,通过IPG方法测量动脉阻抗是评估BP的适当指标。与传统的PTT估算方法相比,该方法似乎具有优越性。启示:使用阻抗幅度估计PTT为实现可穿戴和无袖BP设备提供了希望。

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