首页> 外文会议>33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society >Robustness of the P-U and lnD-U loop wave speed estimation methods: Effects of the diastolic pressure decay and vessel wall non-linearities
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Robustness of the P-U and lnD-U loop wave speed estimation methods: Effects of the diastolic pressure decay and vessel wall non-linearities

机译:P-U和lnD-U环波速度估计方法的稳健性:舒张压衰减和血管壁非线性的影响

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Arterial wave speed estimated invasively from pressure (P) and velocity (U) measurements using the P-U loop method, or non-invasively from diameter (D) and U measurements using the lnD-U loop method, assume that during early systole 1) backward-running waves are absent and 2) wave speed is constant. These assumptions also form the basis of a method for correcting time lags between P (or lnD) and U in which the R2 of the early-systolic linear regression is maximized. However, neither of the two assumptions are strictly valid in vivo, where the diastolic pressure decay from the previous beat may give rise to some non-zero backward-running P, U and wave intensity (WI) components, and the pressure-dependency of wave speed may lead to curvilinearity in the early-systolic P-U and lnD-U relations. Accordingly, this study assessed the robustness of three phase correction algorithms, (including two that are not dependent on the two assumptions stated above, i.e., aligning the times of the peak 2nd derivative or peak signal curvature) and of the P-U and lnD-U loop wave speed estimation methods under a range of diastolic decay rates and degrees of vessel wall non-linearity. Results from a simple computer model of the arterial circulation suggested that although an apparent phase lag may be introduced by assuming linearity, the magnitude of this phase lag is likely to be small considering the sample intervals normally used in experimental studies; however, under highly non-linear flow conditions, the apparent lag may be comparable to hardware-related lags. Predicted errors in estimated wave speed using the P-U loop method were generally less than 10%, while somewhat higher errors were found in the lnD-U loop method (up to 15–20%). In both, higher diastolic pressure decay rates were associated with higher wave speed errors, although this effect was eliminated by subtracting the extrapolated diastolic pressure curve from the measured pressure. Overall, each of --the time lag correction algorithms and wave speed estimation methods were generally satisfactory, although further experimental work is required to assess the curvature-based phase correction method and pressure adjustment in vivo.
机译:使用PU回路方法从压力(P)和速度(U)测量中有创地估计动脉波速度,或者使用lnD-U回路方法从直径(D)和U测量中无创地估计动脉波速度,假设在心搏过早1) -缺少行进波,并且2)波速是恒定的。这些假设也构成了校正P(或lnD)和U之间的时间滞后的方法的基础,其中早期收缩期线性回归的R 2 被最大化。但是,这两个假设在体内均不严格成立,因为前一搏动的舒张压衰减可能会导致一些非零的向后奔跑的P,U和波强度(WI)分量,以及波速可能导致收缩期早期PU和lnD-U关系的曲线性。因此,本研究评估了三种相位校正算法(包括不依赖于上述两个假设的两个相位校正算法,即对齐峰值二阶导数或峰值信号曲率的时间)以及PU和lnD-U的鲁棒性。舒张衰减率和血管壁非线性度范围内的环路速度估计方法。一个简单的动脉循环计算机模型的结果表明,尽管可以通过假定线性来引入明显的相位滞后,但考虑到实验研究中通常使用的采样间隔,该相位滞后的幅度可能很小。但是,在高度非线性的流动条件下,表观滞后可能与硬件相关的滞后相当。使用P-U回路方法估计的波速预测误差通常小于10%,而lnD-U回路方法中发现的误差较高(高达15–20%)。在这两种方法中,较高的舒张压衰减率与较高的波速误差有关,尽管通过从测得的压力中减去外推的舒张压曲线可以消除这种影响。总体而言,每个- -- 尽管需要进一步的实验工作来评估基于曲率的相位校正方法和体内压力调节,但是时滞校正算法和波速估计方法总体上令人满意。

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