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Measurement of Heart Rate Variability Using an Oscillometric Blood Pressure Monitor

机译:使用示波血压计测量心率变异性

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We apply the maximal overlap discrete wavelet transform (MODWT)-based spectral density estimation method to measure heart rate variability (HRV) from short-duration pulse wave signals produced by an automated oscillometric blood pressure (BP) monitor during routine measurements. To test the accuracy of this wavelet HRV metric, we study the linear correlations that it achieves with chronological age and BP in a healthy population of 85 subjects. We define accuracy as the quality of the linear regression of HRV with age and BP. Results are compared with a number of traditional HRV metrics and earlier published work. The MODWT HRV metric achieves higher (and more significant) correlations with age and BP compared to other metrics. Moreover, these correlations are in agreement with earlier published work on correlations of HRV (measured from much longer duration electrocardiogram signals) with age and BP. As a further enhancement, we combine the MODWT HRV metric with other HRV metrics inside a multiple-linear-regression model and show an improvement in the correlations between the predicted and actual ages and the predicted and actual BP. Our work thus indicates the suitability of the MODWT metric either as a stand alone or in combination with other metrics for characterizing HRV from short-duration oscillometric pulse wave signals. Based on our results, we conclude that oscillometric BP monitors can be used to measure HRV in addition to measuring BP.
机译:我们应用基于最大重叠离散小波变换(MODWT)的频谱密度估计方法,在例行测量过程中,通过由自动示波血压(BP)监视器产生的短时脉搏波信号来测量心率变异性(HRV)。为了测试此小波HRV度量的准确性,我们研究了在85名健康人群中,该变量与时间年龄和BP的线性相关性。我们将准确性定义为HRV与年龄和BP线性回归的质量。将结果与许多传统HRV指标和较早发表的工作进行比较。与其他指标相比,MODWT HRV指标与年龄和BP的相关性更高(更重要)。此外,这些相关性与较早发表的有关HRV(从更长持续时间的心电图信号测量)与年龄和血压的相关性的研究一致。作为进一步的增强,我们将MODWT HRV度量标准与其他HRV度量标准组合在一起,建立了多线性回归模型,并显示出预测年龄和实际年龄与预测年龄和实际BP之间的相关性有所改善。因此,我们的工作表明MODWT度量标准既可以单独使用,也可以与其他度量标准相结合,以从短期示波脉搏波信号中表征HRV。根据我们的结果,我们得出结论,除了测量BP外,示波BP监测器还可用于测量HRV。

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