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3D phase contrast MRI in models of human airways: Validation of computational fluid dynamics simulations of steady inspiratory flow

机译:人类气道模型中的3D相位对比度MRI:稳定吸气流动计算流体动力学模拟的验证

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Background Knowledge of airflow patterns in the large airways is of interest in obstructive airways disease and in the development of inhaled therapies. Computational fluid dynamics (CFD) simulations are used to study airflow in realistic airway models but usually need experimental validation. Purpose To develop MRI‐based methods to study airway flow in realistic 3D‐printed models. Study Type Case control. Phantom Two 3D‐printed lung models. Field Strength/Sequence 1.5–3T, flow MRI. Assessment Two human airway models, respectively including and excluding the oral cavity and upper airways derived from MR and CT imaging, were 3D‐printed. 3D flow MRI was performed at different flow conditions corresponding to slow and steady airflow inhalation rates. Water was used as the working fluid to mimic airflow. Dynamic acquisition of 1D velocity profiles was also performed at different locations in the trachea to observe variability during nonsteady conditions. Statistical Tests Linear regression analysis to compare both flow velocity fields and local flow rates from CFD simulations and experimental measurement with flow MRI. Results A good agreement was obtained between 3D velocity maps measured with flow MRI and predicted by CFD simulations, with linear regression R‐squared values ranging from 0.39 to 0.94 when performing a pixel‐by‐pixel comparison of each velocity component. The flow distribution inside the lung models was also similar, with average slope and R‐squared values of 0.96 and 0.99, respectively, when comparing local flow rates assessed at different branching locations. In the model including the upper airways, a turbulent laryngeal jet flow was observed with both methods and affected remarkably the velocity profiles in the trachea. Data Conclusion We propose flow MRI using water as a surrogate fluid to air, as a validation tool for CFD simulations of airflow in geometrically realistic models of the human airways. Level of Evidence: 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:1400–1409.
机译:背景技术大气道中的气流模式对阻塞性气道疾病和吸入治疗的发展感兴趣。计算流体动力学(CFD)模拟用于研究现实气道模型中的气流,但通常需要实验验证。目的开发基于MRI的方法,以研究逼真的3D印刷模型中的气道流。研究类型案例控制。 Phantom两个3D印刷的肺模型。场强/序列1.5-3T,流动MRI。评估两种人类气道模型,分别包括和排除来自MR和CT成像的口腔和上呼吸道,是3D印刷的。 3D流动MRI在对应于缓慢和稳定的气流吸入速率的不同流动条件下进行。用作模拟气流的工作流体。在气管中的不同位置也进行动态获取1D速度曲线,以在非稳态条件下观察可变性。统计测试线性回归分析将来自CFD模拟的流速场和局部流速与流动MRI进行比较和实验测量。结果在用流动MRI测量的3D速度图之间获得了良好的一致性,并且由CFD仿真预测,线性回归R线值在执行每个速度分量的逐像素比较时从0.39到0.94之间的范围。当比较在不同分支位置评估的局部流速时,肺模型内的流量分布也类似,平均斜率和0.96和0.99的R线值分别为0.96和0.99。在包括上呼吸道的模型中,用两种方法观察到湍流的喉射流,并影响气管中的速度曲线显着影响。数据结论我们将流动MRI作为替代液作为空气的替代液,作为人类气道几何现实模型中的气流CFD模拟的验证工具。证据水平:3技术疗效:第2阶段J. MANG。恢复。 2018年成像; 47:1400-1409。

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