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Lattice-Boltzmann simulations of cerebral blood flow

机译:大脑血流的Lattice-Boltzmann模拟

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摘要

Computational haemodynamics play a central role in the understanding of blood behaviourudin the cerebral vasculature, increasing our knowledge in the onset of vascularuddiseases and their progression, improving diagnosis and ultimately providing betterudpatient prognosis. Computer simulations hold the potential of accurately characterisingudmotion of blood and its interaction with the vessel wall, providing the capability toudassess surgical treatments with no danger to the patient. These aspects considerablyudcontribute to better understand of blood circulation processes as well as to augmentudpre-treatment planning. Existing software environments for treatment planning consistudof several stages, each requiring significant user interaction and processing time,udsignificantly limiting their use in clinical scenarios.udThe aim of this PhD is to provide clinicians and researchers with a tool to aidudin the understanding of human cerebral haemodynamics. This tool employs a highudperformance udfluid solver based on the lattice-Boltzmann method (coined HemeLB),udhigh performance distributed computing and grid computing, and various advancedudsoftware applications useful to efficiently set up and run patient-specific simulations.udA graphical tool is used to segment the vasculature from patient-specific CT or MRuddata and configure boundary conditions with ease, creating models of the vasculatureudin real time. Blood flow visualisation is done in real time using in situ renderingudtechniques implemented within the parallel udfluid solver and aided by steering capabilities;udthese programming strategies allows the clinician to interactively display theudsimulation results on a local workstation. A separate software application is usedudto numerically compare simulation results carried out at different spatial resolutions,udproviding a strategy to approach numerical validation. This developed software andudsupporting computational infrastructure was used to study various patient-specificudintracranial aneurysms with the collaborating interventionalists at the National Hospitaludfor Neurology and Neuroscience (London), using three-dimensional rotationaludangiography data to define the patient-specific vasculature. Blood flow motion wasuddepicted in detail by the visualisation capabilities, clearly showing vortex fluid udow features and stress distribution at the inner surface of the aneurysms and their surroundingudvasculature. These investigations permitted the clinicians to rapidly assessudthe risk associated with the growth and rupture of each aneurysm. The ultimate goaludof this work is to aid clinical practice with an efficient easy-to-use toolkit for real-timeuddecision support.
机译:计算血液动力学在理解脑血管中的血液行为 udud中起着中心作用,增加了我们对血管疾病和疾病进展的认识,改善了诊断并最终提供了更好的患者预后。计算机模拟具有准确表征血液/血液运动及其与血管壁相互作用的潜力,提供了对外科手术治疗进行评估的能力,而不会对患者造成危险。这些方面在很大程度上有助于更好地了解血液循环过程以及增强治疗计划。现有的用于治疗计划的软件环境由多个阶段组成,每个阶段都需要大量的用户交互和处理时间,这极大地限制了它们在临床场景中的使用。本博士的目的是为临床医生和研究人员提供一种工具,以帮助 udin对人脑血流动力学的了解。该工具采用基于格-玻尔兹曼方法(硬币化的HemeLB)的高性能 udfid求解器, ud高性能分布式计算和网格计算,以及各种先进的 udsoftware应用程序,可有效地设置和运行特定于患者的模拟。 udA图形工具用于从特定于患者的CT或MR uddata中分割脉管系统,并轻松配置边界条件,从而实时创建脉管系统 udin模型。使用并行 udfluid解算器中实现的原位渲染 udtechniques实时进行血流可视化,并借助转向功能进行辅助; these这些编程策略允许临床医生在本地工作站上交互式显示 udsim模拟结果。使用一个单独的软件应用程序 ud来数字比较在不同空间分辨率下执行的模拟结果,提供一种进行数值验证的策略。该开发的软件和 udsupport的计算基础设施用于与国立医院 udud神经病学和神经科学(伦敦)的合作介入专家研究各种针对患者的 udranbraranial动脉瘤,并使用三维旋转 udangiography数据来定义针对患者的脉管系统。可视化功能详细描述了血流运动,清楚地显示了动脉瘤内表面及其周围血管的涡流特征和应力分布。这些研究使临床医生可以快速评估发现与每个动脉瘤的生长和破裂有关的风险。这项工作的最终目标是通过有效的易于使用的工具包为临床实践提供帮助,以提供实时决策支持。

著录项

  • 作者

    Mazzeo M.D.;

  • 作者单位
  • 年度 2010
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
  • 中图分类

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