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Analyzing autonomic activity in electrocardiography about general anesthesia by spectrogram with multitaper time-frequency reassignment

机译:频谱图与多锥时频重新分配法分析全身麻醉的心电图自主神经活动

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Autonomic nerve activities in human body under general anesthesia are dynamic and diverse. Respiratory sinus arrhythmia is associated with depth of anesthesia, which exists in the high-frequency region of RRI (beat-to-beat R-peak interval) spectrum. Analyzing RRI variation in electrocardiography by classical power spectrum is insufficient because of the lack of temporal resolution. To better understand autonomic activity during anesthesia, we used spectrogram of RRI to extract its instantaneous information. For improving visual resolution, we choose a newly developed technique, multitaper time-frequency reassignment (MTFR), to estimate spectrograms. The technique provides time-varying spectrogram for RRI with good performance in time-frequency resolution and low fluctuation. Real-life cases are used to demonstrate the variety of autonomic activity presented clearly by the MTFR spectrogram, compared with Gabor spectrogram. Their implications in depth of anesthesia are discussed.
机译:在全身麻醉下,人体的自主神经活动是动态且多样的。呼吸性窦性心律不齐与麻醉深度有关,麻醉深度存在于RRI(心跳到心跳R峰间隔)频谱的高频区域。由于缺乏时间分辨率,因此无法通过经典功率谱分析心电图中的RRI变化。为了更好地了解麻醉期间的自主神经活动,我们使用了RRI频谱图来提取其瞬时信息。为了提高视觉分辨率,我们选择了一种新开发的技术,即多锥度时频重新分配(MTFR),以估计声谱图。该技术为RRI提供了时变频谱图,在时频分辨率上具有良好的性能,并且波动小。与Gabor频谱图相比,现实生活中的案例被用来证明MTFR频谱图清楚地显示了自主活动的多样性。讨论了它们在麻醉深度方面的意义。

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