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Evaluation of the quality of sleep and sleep-related breathing disorders based on cardiopulmonary coupling

机译:基于心肺耦合评估睡眠质量和与睡眠相关的呼吸障碍

摘要

An assessment of sleep quality and sleep disordered breathing is determined from cardiopulmonary coupling between two physiological data series. An R-R interval series is derived from an electrocardiogram (ECG) signal. The normal beats from the R-R interval series are extracted to produce a normal-to-normal interval series. The amplitude variations in the QRS complex are used to extract a surrogate respiration signal (i.e., ECG-derived respiration) associated with the NN interval series. The two series are corrected to remove outliers, and resampled. The cross-spectral power and coherence of the two resampled signals are calculated over a plurality of coherence windows. For each coherence window, the product of the coherence and cross-spectral power is used to calculate coherent cross-power. Using the appropriate thresholds for the coherent cross-power, the proportion of sleep spent in CAP, non-CAP, and wake and/or REM are determined. Coherent cross-power can be applied to differentiate obstructive from non-obstructive disease, and admixtures of the same.
机译:睡眠质量和睡眠呼吸紊乱的评估是根据两个生理数据系列之间的心肺耦合确定的。 R-R间隔序列是从心电图(ECG)信号得出的。从R-R间隔序列中提取正常拍子,以生成正常到正常间隔序列。 QRS波群中的振幅变化用于提取与NN间隔序列相关的替代呼吸信号(即ECG衍生的呼吸)。对这两个系列进行了校正,以去除异常值,然后重新采样。在多个相干窗口上计算两个重采样信号的互谱功率和相干性。对于每个相干窗口,相干功率和互谱功率的乘积用于计算相干功率。使用相干交叉功率的适当阈值,确定在CAP,非CAP和唤醒和/或REM中花费的睡眠比例。相干交叉能力可用于区分阻塞性疾病与非阻塞性疾病及其混合物。

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