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Image-based studies for modeling cardiovascular fluid dynamics with applications in congenital heart defects.

机译:基于图像的研究,用于对先天性心脏缺陷中的心血管流体动力学建模。

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摘要

Congenital Heart Defects (CHDs) are defined as structural cardiac defects, which is present at birth. The severity of the defect can lead to the death of the patient. Thanks to the advances in medicine, patients with CHDs now commonly survive into adulthood. However, the procedures are not curative. This makes the management of this population crucial. Towards this aim, image-based modeling has been found to be advantageous in diagnosis and follow-ups of these patients.;Cardiac flow has shown to be related with the condition of the cardiovascular system. The main drawbacks of 4D-Flow MRI, which is the only modality for assessment of cardiac flow in-vivo, is low time resolution. To overcome this, Multiplanar Particle Image Velocimetry (MPPIV), named 4D-Flow Echocardiography, was designed to improve the low temporal resolution of 4D-Flow. MPPIV requires the scan to be done simultaneously in a 2D fashion and in two perpendicular stacks instead of scanning the whole volume. MPPIV applies kriging interpolation and imposes the incompressibility constraint. The performance of MPPIV was examined in analytical and numerical cases. MPPIV was used to experimentally model the flow inside a model of the right ventricle.;Furthermore, a novel fluid dynamics index, axisymmetry index (xi), was developed to quantify axisymmetry of vortex rings. The index was examined in analytical cases and found to be in 100% agreement in terms of axisymmetry (xi=1.000). xi was used for measuring the asymmetry in the vortex ring formed downstream of a model of the mitral valve, whose 3D flow field was quantified using Defocusing Digital Particle Image Velocimetry. The results showed that the anterior leaflet of the mitral valve decreased the asymmetry in the formed vortex ring.;We examined the unsteady Bernoulli equation in the estimation of the pressure drop as in everyday clinical studies, pressure is obtained using simplified Bernoulli equation. The effect of the unsteady term of the Bernoulli equation was investigated for the flow passing through the pulmonary valve. In-vivo data were acquired by 4D-Flow MR. Results showed that ignoring the unsteady term during systole of the cardiac cycle creates a statistically significant difference.
机译:先天性心脏缺陷(CHD)定义为出生时就存在的结构性心脏缺陷。缺陷的严重程度可能导致患者死亡。由于医学的进步,冠心病患者现在通常可以存活到成年。但是,该程序无法治愈。这使得对该人群的管理至关重要。为了达到这个目的,已经发现基于图像的建模在这些患者的诊断和随访中是有利的。心脏血流已经显示出与心血管系统的状况有关。 4D-Flow MRI的主要缺点是时间分辨率低,这是用于评估体内心脏流量的唯一方法。为了克服这个问题,设计了一种名为4D-Flow超声心动图的多平面粒子图像测速(MPPIV),以改善4D-Flow的低时间分辨率。 MPPIV要求以2D方式并以两个垂直堆栈同时进行扫描,而不是扫描整个体积。 MPPIV应用克里金插值法并施加不可压缩性约束。在分析和数值案例中检查了MPPIV的性能。 MPPIV用于对右心室模型内部的流动进行实验建模。此外,开发了一种新的流体动力学指标轴对称指数(xi)来量化涡环的轴对称。在分析案例中检查了该指数,发现在轴对称性方面(xi = 1.000)的一致性为100%。 xi用于测量在二尖瓣模型下游形成的涡流环中的不对称性,该二尖瓣模型的3D流场使用Defocusing数字粒子图像测速技术进行了量化。结果表明,二尖瓣的前小叶减少了形成的涡流环的不对称性。;我们在日常临床研究中检查了非稳态伯努利方程,以评估压降,使用简化的伯努利方程获得了压力。对于通过肺动脉瓣的血流,研究了伯努利方程非定常项的影响。通过4D-Flow MR采集体内数据。结果表明,在心动周期收缩期间忽略不稳定术语会产生统计学上的显着差异。

著录项

  • 作者

    Falahatpisheh, Ahmad.;

  • 作者单位

    University of California, Irvine.;

  • 授予单位 University of California, Irvine.;
  • 学科 Engineering Mechanical.;Health Sciences Radiology.;Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 189 p.
  • 总页数 189
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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