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The effect of resolution on viscous dissipation measured with 4D flow MRI in patients with Fontan circulation: Evaluation using computational fluid dynamics

机译:分辨率对Fontan循环患者使用4D流动MRI测量的粘滞耗散的影响:使用计算流体力学进行评估

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摘要

textabstractViscous dissipation inside Fontan circulation, a parameter associated with the exercise intolerance of Fontan patients, can be derived from computational fluid dynamics (CFD) or 4D flow MRI velocities. However, the impact of spatial resolution and measurement noise on the estimation of viscous dissipation is unclear. Our aim was to evaluate the influence of these parameters on viscous dissipation calculation. Six Fontan patients underwent whole heart 4D flow MRI. Subject-specific CFD simulations were performed. The CFD velocities were down-sampled to isotropic spatial resolutions of 0.5 mm, 1 mm, 2 mm and to MRI resolution. Viscous dissipation was compared between (1) high resolution CFD velocities, (2) CFD velocities down-sampled to MRI resolution, (3) down-sampled CFD velocities with MRI mimicked noise levels, and (4) in-vivo 4D flow MRI velocities. Relative viscous dissipation between subjects was also calculated. 4D flow MRI velocities (15.6±3.8 cm/s) were higher, although not significantly different than CFD velocities (13.8±4.7 cm/s, p=0.16), down-sampled CFD velocities (12.3±4.4 cm/s, p=0.06) and the down-sampled CFD velocities with noise (13.2±4.2 cm/s, p=0.06). CFD-based viscous dissipation (0.81±0.55 mW) was significantly higher than those based on down-sampled CFD (0.25±0.19 mW, p=0.03), down-sampled CFD with noise (0.49±0.26 mW, p=0.03) and 4D flow MRI (0.56±0.28. mW, p=0.06). Nevertheless, relative viscous dissipation between different subjects was maintained irrespective of resolution and noise, suggesting that comparison of viscous dissipation between patients is still possible.
机译:textabstract Fontan循环内部的粘性耗散是与Fontan患者运动不耐症相关的参数,可以从计算流体动力学(CFD)或4D流MRI速度得出。但是,尚不清楚空间分辨率和测量噪声对粘性耗散估计的影响。我们的目的是评估这些参数对粘性耗散计算的影响。六名Fontan患者接受了全心脏4D流MRI检查。进行了特定于受试者的CFD模拟。将CFD速度下采样到0.5 mm,1 mm,2 mm的各向同性空间分辨率和MRI分辨率。比较了(1)高分辨率CFD速度,(2)降采样至MRI分辨率的CFD速度,(3)降噪后具有MRI模仿噪声水平的CFD速度和(4)体内4D流MRI速度的粘性耗散。还计算了受试者之间的相对粘性耗散。 4D流MRI速度(15.6±3.8 cm / s)较高,尽管与CFD速度(13.8±4.7 cm / s,p = 0.16)没有显着差异,但下采样CFD速度(12.3±4.4 cm / s,p = 0.06)和降噪后的CFD速度(13.2±4.2 cm / s,p = 0.06)。基于CFD的粘滞耗散(0.81±0.55 mW)明显高于基于下采样CFD的粘滞耗散(0.25±0.19 mW,p = 0.03),基于降噪CFD的噪声(0.49±0.26 mW,p = 0.03)和4D流MRI(0.56±0.28。mW,p = 0.06)。然而,不管分辨率和噪声如何,不同受试者之间的相对粘性耗散都得以维持,这表明仍可以比较患者之间的粘性耗散。

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