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利用理想化喉部模型、基于图像的气道模型和自动网格划分算法对气溶胶输送至人肺的数值模拟。

Numerical simulations of aerosol delivery to the human lung with an idealized laryngeal model, image-based airway model, and automatic meshing algorithm.

作者信息

Miyawaki Shinjiro, Hoffman Eric A, Lin Ching-Long

机构信息

IIHR-Hydroscience & Engineering, University of Iowa, Iowa City, Iowa 52242.

Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa 52242.

出版信息

Comput Fluids. 2017 Apr 22;148:1-9. doi: 10.1016/j.compfluid.2017.02.008. Epub 2017 Feb 10.

Abstract

The authors proposed a new method to automatically mesh computed tomography (CT)-based three-dimensional human airway geometry for computational fluid dynamics (CFD)-based simulations of pulmonary gas-flow and aerosol delivery. Traditional methods to construct and mesh realistic geometry were time-consuming, because they were done manually using image-processing and mesh-generating programs. Furthermore, most of CT thoracic image data sets do not include the upper airway structures. To overcome these issues, the proposed method consists of CFD grid-size distribution, an automatic meshing algorithm, and the addition of a laryngeal model along with turbulent velocity inflow boundary condition attached to the proximal end of the trachea. The method is based on our previously developed geometric model with irregular centerlines and cross-sections fitted to CT segmented airway surfaces, dubbed the "fitted-surface model." The new method utilizes anatomical information obtained from the one-dimensional tree, e.g., skeleton connectivity and branch diameters, to efficiently generate optimal CFD mesh, automatically impose boundary conditions, and systematically reduce simulation results. The aerosol deposition predicted by the proposed method agreed well with the prediction by a traditional CT-based model, and the laryngeal model generated a realistic level of turbulence in the trachea. Furthermore, the computational time was reduced by factor of two without losing accuracy by using the proposed grid-size distribution. The new method is well suited for branch-by-branch analyses of gas-flow and aerosol distribution in multiple subjects due to embedded anatomical information.

摘要

作者提出了一种新方法,用于基于计算机断层扫描(CT)的三维人体气道几何结构自动划分网格,以进行基于计算流体动力学(CFD)的肺气流和气溶胶输送模拟。构建和划分逼真几何结构的传统方法耗时较长,因为它们是使用图像处理和网格生成程序手动完成的。此外,大多数胸部CT图像数据集不包括上气道结构。为克服这些问题,所提出的方法包括CFD网格尺寸分布、自动网格划分算法,以及添加喉部模型,并在气管近端附加湍流速度流入边界条件。该方法基于我们之前开发的具有不规则中心线和与CT分割气道表面拟合的横截面的几何模型,称为“拟合表面模型”。新方法利用从一维树状结构获得的解剖学信息,例如骨架连通性和分支直径,来有效地生成最佳CFD网格、自动施加边界条件并系统地简化模拟结果。所提出方法预测的气溶胶沉积与传统基于CT的模型预测结果吻合良好,并且喉部模型在气管中产生了逼真的湍流水平。此外,通过使用所提出的网格尺寸分布,计算时间减少了一半,同时不损失精度。由于嵌入了解剖学信息,新方法非常适合对多个受试者的气流和气溶胶分布进行逐分支分析。

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