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Time-Frequency Analysis of Cardiovascular Variability during an Orthostatic Stress by Complete EMD

机译:通过完全EMD进行立位应力期间心血管变异的时频分析

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Diverse analysis techniques have been used to comprehend the regulation by the autonomic nervous system (ANS) of the cardiovascular system when a human being faces a stressor. Recently, however, the complete ensemble empirical mode decomposition (EMD) with adaptive noise (CEEMDAN) allows analyzing nonstationary signals in a nonlinear and time- variant way. Consequently, CEEMDAN may provide a means to obtain clues about ANS regulation in health and disease. In this study, we analyze the average Hilbert-Huang spectrum (HHS) of cardiovascular variability signals by CEEMDAN during a head-up tilt test (HUTT) in 12 healthy female subjects and 18 orthostatic intolerance female patients. Beat-to-beat intervals (BBI) as well as systolic (SYS) blood pressure variability time series were analyzed. In addition, instantaneous amplitudes and frequencies of specific intrinsic mode functions (IMF) were investigated separately to define the influence of the disease on ANS regulation. Female groups demonstrated statistical differences in the high-frequency band of BBI but higher differences for the high and low-frequency bands of SYS from the mechanical transition of HUTT.Clinical Relevance— A relevant outcome of the study is the average HHS of healthy female subjects along HUTT. This HHS may be used as reference to help diagnose OI when HHS of the cardiovascular variability signals of any subject deviates from the normal course.
机译:当人类面对压力源时,已经使用多种分析技术来理解心血管系统的自主神经系统(ANS)的调节。但是,近来,具有自适应噪声(CEEMDAN)的完整整体经验模式分解(EMD)允许以非线性和时变方式分析非平稳信号。因此,CEEMDAN可能提供一种手段,以获取有关健康和疾病中ANS调节的线索。在这项研究中,我们分析了由CEEMDAN在12位健康女性受试者和18位体位不耐受女性患者的抬头倾斜测试(HUTT)期间通过心血管变异信号产生的平均希尔伯特-黄(HHS)信号。分析了搏动间隔(BBI)和收缩压(SYS)血压变异性时间序列。此外,还分别研究了特定固有模式函数(IMF)的瞬时幅度和频率,以定义疾病对ANS调节的影响。女性组在HUBI的机械转换中表现出BBI的高频带有统计学差异,但SYS的高频带和低频带差异较大。临床相关性—该研究的相关结果是健康女性受试者的平均HHS沿HUTT。当任何受试者的心血管变异信号的HHS偏离正常进程时,该HHS可用作帮助诊断OI的参考。

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