Mcgarry Matthew, Li Ronny, Apostolakis Iason, Nauleau Pierre, Konofagou Elisa E
Department of Biomedical Engineering, Columbia University, New York, NY, USA. Thayer School of Engineering, Dartmouth College, Hanover, NH, USA.
Phys Med Biol. 2016 Aug 7;61(15):5486-507. doi: 10.1088/0031-9155/61/15/5486. Epub 2016 Jul 6.
The mechanical properties of arteries are implicated in a wide variety of cardiovascular diseases, many of which are expected to involve a strong spatial variation in properties that can be depicted by diagnostic imaging. A pulse wave inverse problem (PWIP) is presented, which can produce spatially resolved estimates of vessel compliance from ultrasound measurements of the vessel wall displacements. The 1D equations governing pulse wave propagation in a flexible tube are parameterized by the spatially varying properties, discrete cosine transform components of the inlet pressure boundary conditions, viscous loss constant and a resistance outlet boundary condition. Gradient descent optimization is used to fit displacements from the model to the measured data by updating the model parameters. Inversion of simulated data showed that the PWIP can accurately recover the correct compliance distribution and inlet pressure under realistic conditions, even under high simulated measurement noise conditions. Silicone phantoms with known compliance contrast were imaged with a clinical ultrasound system. The PWIP produced spatially and quantitatively accurate maps of the phantom compliance compared to independent static property estimates, and the known locations of stiff inclusions (which were as small as 7 mm). The PWIP is necessary for these phantom experiments as the spatiotemporal resolution, measurement noise and compliance contrast does not allow accurate tracking of the pulse wave velocity using traditional approaches (e.g. 50% upstroke markers). Results from simulations indicate reflections generated from material interfaces may negatively affect wave velocity estimates, whereas these reflections are accounted for in the PWIP and do not cause problems.
动脉的力学特性与多种心血管疾病相关,其中许多疾病预计涉及属性的强烈空间变化,这些变化可通过诊断成像来描绘。本文提出了一种脉搏波逆问题(PWIP),它可以根据血管壁位移的超声测量结果生成血管顺应性的空间分辨估计值。控制柔性管中脉搏波传播的一维方程由空间变化属性、入口压力边界条件的离散余弦变换分量、粘性损失常数和阻力出口边界条件进行参数化。通过更新模型参数,使用梯度下降优化将模型中的位移与测量数据进行拟合。模拟数据的反演表明,即使在高模拟测量噪声条件下,PWIP也能在实际条件下准确恢复正确的顺应性分布和入口压力。使用临床超声系统对具有已知顺应性对比度的硅胶模型进行成像。与独立的静态属性估计以及已知的硬夹杂位置(小至7毫米)相比,PWIP生成了模型顺应性的空间和定量准确地图。由于时空分辨率、测量噪声和顺应性对比度不允许使用传统方法(例如50%上升标记)准确跟踪脉搏波速度,因此PWIP对于这些模型实验是必要的。模拟结果表明,材料界面产生的反射可能会对波速估计产生负面影响,而这些反射在PWIP中得到了考虑,不会造成问题。