基于约束优化的新型曲线拟合方法,用于使用穆尼-里夫林超弹性材料在整个变形范围内对人体脑动脉瘤进行建模,直至破裂。

IF 0.8 4区 医学 Q4 BIOPHYSICS Acta of bioengineering and biomechanics Pub Date : 2022-01-01
Brigitta K Tóth, András Lengyel
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引用次数: 0

摘要

目的:脑动脉瘤一旦破裂往往会致命,因此,了解其在血管和血流耦合系统中的机械行为对预防性手术治疗有很大帮助。这项工作的目的是分析测量数据,确定超弹性穆尼-里夫林模型的材料参数,用于动脉瘤模型的建立和数值模拟:方法:根据作者在之前项目中进行的测试,本研究对从手术中获得的 41 名患者的 88 个人类脑动脉瘤标本进行了处理。在这项工作中提出并应用了一种新的算法,利用约束优化技术拟合多个测量数据的应力-拉伸比曲线,并采用符合已知力学行为的苛刻条件:结果:该方法为代表平均和极端应力的多组试样生成了拉伸比-应力曲线参数,分别适用于男性和女性子样本。涵盖了压缩和拉伸直至断裂的拉伸范围,并验证了整个范围内的材料稳定性:结论:具有推荐有效范围的拟合曲线可直接用于动脉瘤的有限元数值模拟或耦合模拟,为预防性治疗或决策提供支持。
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Novel curve fitting method based on constrained optimization for the modelling of human brain aneurysms using Mooney-Rivlin hyperelastic materials in the entire range of deformations til rupture.

Purpose: Brain aneurysms often prove fatal if ruptured, therefore, understanding their mechanical behaviour in the coupled system of vessels and blood flow can significantly help preventive surgical treatment. The purpose of this work was to analyse measurement data and to determine material parameters for the hyperelastic Mooney-Rivlin model for model building and numerical simulations of aneurysms.

Methods: A total of 88 human brain aneurysm specimens of 41 patients obtained from surgery were processed in this work based on the tests performed by the authors in a previous project. A novel algorithm was proposed and applied in this work to fit stress-stretch ratio curves for multiple measurement data using constrained optimization with hard conditions to comply with known mechanical behaviour.

Results: The method produced parameters of stretch ratio-stress curves for a number of groups of the specimens representing the average as well as the extreme stresses, separately for male and female subsamples. Stretch range both in compression and in tension up to rupture was covered and material stability for the entire range was also verified.

Conclusions: The fitted curves with recommended range of validity are directly applicable to numerical finite element or coupled simulations of aneurysms supporting preventive medical treatment or decision making.

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来源期刊
Acta of bioengineering and biomechanics
Acta of bioengineering and biomechanics BIOPHYSICS-ENGINEERING, BIOMEDICAL
CiteScore
2.10
自引率
10.00%
发文量
0
期刊介绍: Acta of Bioengineering and Biomechanics is a platform allowing presentation of investigations results, exchange of ideas and experiences among researchers with technical and medical background. Papers published in Acta of Bioengineering and Biomechanics may cover a wide range of topics in biomechanics, including, but not limited to: Tissue Biomechanics, Orthopedic Biomechanics, Biomaterials, Sport Biomechanics.
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