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基于速度衰减因子的血栓形成的颗粒流体动力学模拟

Particle hydrodynamic simulation of thrombus formation using velocity decay factor.

作者信息

Wang Fei, Xu Songhua, Jiang Dazhi, Zhao Baoquan, Dong Xiaoqiang, Zhou Teng, Luo Xiaonan

机构信息

Shantou University, Shantou, China.

University of South Carolina, Columbia, SC, USA.

出版信息

Comput Methods Programs Biomed. 2021 Aug;207:106173. doi: 10.1016/j.cmpb.2021.106173. Epub 2021 May 15.

Abstract

BACKGROUND AND OBJECTIVE

Thrombus simulation plays an important role in many specialist areas in the field of medicine such as surgical education and training, clinical diagnosis and prediction, treatment planning, etc. Although a considerable number of methods have been developed to simulate various kinds of fluid flows, it remains a non-trivial task to effectively simulate thrombus because of its unique physiological properties in contrast to other types of fluids. To tackle this issue, this study introduces a novel method to model the formation mechanism of thrombus and its interaction with blood flow.

METHODS

The proposed method for thrombus formation simulation mainly consists of three steps. First, we formulate the formation of thrombus as a particle-based model and obtain the fibrin concentration of the particles with a discretized form of the convection-diffusion-reaction equation; then, we calculate the velocity decay factor using the obtained fibrin concentration. Finally, the formation of thrombus can be simulated by applying the velocity decay factor on particles.

RESULTS

We carried out extensive experiments under different settings to verify the efficacy of the proposed method. The experimental results demonstrate that our method can yield more realistic simulation of thrombus and is superior to peer method in terms of computational efficiency, maintaining the stability of the dynamic particle motion, and preventing particle penetration at the boundary.

CONCLUSION

The proposed method can simulate the formation mechanism of thrombus and the interaction between blood flow and thrombus both efficiently and effectively.

摘要

背景与目的

血栓模拟在医学领域的许多专业领域中发挥着重要作用,如外科教育与培训、临床诊断与预测、治疗规划等。尽管已经开发了大量方法来模拟各种流体流动,但由于血栓与其他类型流体相比具有独特的生理特性,有效地模拟血栓仍然是一项艰巨的任务。为了解决这个问题,本研究引入了一种新颖的方法来模拟血栓的形成机制及其与血流的相互作用。

方法

所提出的血栓形成模拟方法主要包括三个步骤。首先,我们将血栓的形成公式化为基于粒子的模型,并通过对流-扩散-反应方程的离散形式获得粒子的纤维蛋白浓度;然后,我们使用获得的纤维蛋白浓度计算速度衰减因子。最后,通过对粒子应用速度衰减因子来模拟血栓的形成。

结果

我们在不同设置下进行了广泛的实验,以验证所提出方法的有效性。实验结果表明,我们的方法能够产生更逼真的血栓模拟,并且在计算效率、保持动态粒子运动的稳定性以及防止粒子在边界处穿透方面优于同类方法。

结论

所提出的方法能够高效且有效地模拟血栓的形成机制以及血流与血栓之间的相互作用。

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