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首页> 外文期刊>Biocybernetics and biomedical engineering >A new baroreflex sensitivity index based on improved Hilbert-Huang transform for assessment of baroreflex in supine and standing postures
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A new baroreflex sensitivity index based on improved Hilbert-Huang transform for assessment of baroreflex in supine and standing postures

机译:基于改进的Hilbert-Huang变换的新的压力反射敏感性指数,用于评估仰卧和站立姿势的压力反射

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The aim of this study is to propose a new baroreflex sensitivity (BRS) index using improved Hilbert-Huang transform (HHT) using weighted coherence (CW) criterion and apply it to assess baroreflex in supine and standing postures. Improved HHT is obtained by addressing the mode mixing and end effect problems associated with empirical mode decomposition which is a required step in the computation of HHT and thus mitigating the unwanted low frequency component from the power spectrum. This study was first performed on synthetic signals generated using integral pulse frequency model and further extended to real RR interval and systolic blood pressure records of 50 healthy subjects, 20 post acute myocardial infarction patients undergoing postural stress from supine to standing position. Evaluation is also performed on standard EuroBaVar database, comprising of 21 subjects, under supine and standing positions. The results are (i) enhanced values of supine-to-standing low frequency BRS index (alpha-LF) equal to 1.78 and high frequency BRS index (alpha-HF) equal to 2.48 are obtained using improved HHT compared to standard HHT (alpha-LF = 1.54, alpha-HF = 2.36) and traditional power spectral density (alpha-LF = 1.55, alpha-HF = 2.34) for healthy subjects, (ii) there is an increased rate of change of LF/HF power ratios from supine to standing positions, and (iii) number of BRS responses obtained using CW criterion are greater than those obtained by using mean coherence criterion. In conclusion, the new BRS index takes into consideration the non-linear nature of interactions between heart rate variability and systolic blood pressure variability. (C) 2016 Nalecz Institute of Biocybemetics and Biomedical Engineering of the Polish Academy of Sciences. Published by Elsevier Sp. z o.o. All rights reserved.
机译:这项研究的目的是提出一种新的压力反射敏感性(BRS)指数,该指数使用改进的希尔伯特-黄变换(HHT)和加权相干(CW)准则,并将其用于评估仰卧和站立姿势的压力反射。通过解决与经验模式分解相关的模式混合和端效应问题,可以获得改进的HHT,这是HHT计算中的必要步骤,因此可以从功率谱中减轻不需要的低频分量。这项研究首先对使用积分脉冲频率模型生成的合成信号进行,然后进一步扩展到50名健康受试者的真实RR间隔和收缩压记录,其中20名急性心肌梗死后患者从仰卧位到站立位。还对标准的EuroBaVar数据库进行评估,该数据库由21位仰卧位和站立位受试者组成。结果是(i)与标准HHT(alpha)相比,使用改良后的HHT获得了仰卧至站立的低频BRS指数(alpha-LF)等于1.78的增强值,高频BRS指数(alpha-HF)等于2.48的增强值-LF = 1.54,alpha-HF = 2.36)和传统功率谱密度(alpha-LF = 1.55,alpha-HF = 2.34),(ii)LF / HF功率比从仰卧起坐,以及(iii)使用CW准则获得的BRS响应数量大于使用平均相干准则获得的BRS响应数量。总之,新的BRS指数考虑了心率变异性和收缩压变异性之间相互作用的非线性性质。 (C)2016波兰科学院Nalecz生物仿生和生物医学工程研究所。由Elsevier Sp。发行。动物园。版权所有。

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