Empirical mode decomposition approach to the estimation of cardiac baroreflex sensitivity in patients undergoing coronary artery bypass graft surgery

V. Bari, A. Marchi, T. Bassani, V. Pistuddi, M. Ranucci, A. Porta
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Abstract

Cardiac baroreflex sensitivity (BRS) as assessed from spontaneous variability of heart period (HP) and systolic arterial pressure (SAP) is reduced during general anesthesia. Patients undergoing coronary artery bypass graft (CABG) surgery are characterized by a low BRS even before general anesthesia. These observations provide the basis of the difficulty in detecting the BRS reduction after the induction of general anesthesia in CABG patients. Empirical mode decomposition (EMD) is a technique decomposing the series into oscillatory modes at different time scales. We propose an EMD-based approach to the BRS estimate in 34 patients undergoing CABG. Results showed that the EMD-based method was not able to detect the BRS reduction in CABG patients after the induction of general anesthesia. The negative result was interpreted as a consequence of the inability of EMD-based method to account for HP-SAP causality.
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经验模式分解方法在冠状动脉搭桥术患者心脏压力反射敏感性评估中的应用
心脏压力反射敏感性(BRS)由心期自发变异性(HP)和收缩压(SAP)评估,在全身麻醉下降低。接受冠状动脉旁路移植术(CABG)的患者在全身麻醉前的BRS较低。这些观察结果为CABG患者全麻诱导后BRS复位难以检测提供了依据。经验模态分解(EMD)是一种在不同时间尺度上将序列分解为振荡模态的技术。我们提出了一种基于emd的方法来估计34例CABG患者的BRS。结果显示,基于emd的方法无法检测到全麻诱导后CABG患者BRS的降低。阴性结果被解释为基于emd的方法无法解释HP-SAP因果关系的结果。
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