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Effect of Fibre Orientation Optimisation in an Electromechanical Model of Left Ventricular Contraction in Rat

机译:纤维取向优化在大鼠左心室收缩机电模型中的作用

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Subject-specific, or personalised, modelling is one of the main targets in current cardiac modelling research. The aim of this study is to assess the improvement in predictive power gained by introducing subject-specific fibre models within an electromechanical model of left ventricular contraction in rat. A quantitative comparison of a series of global rule-based fibre models with an image-based locally optimised fibre model was performed. Our results show small difference in the predicted values of ejection fraction, wall thickening and base-to-apex shortening between the fibre models considered. In comparison, much larger differences appear between predicted values and those measured in experimental images. Further study of the constitutive behaviour and architecture of cardiac tissue is required before electromechanical models can fully benefit from the introduction of subject-specific fibres. Additionally, our study shows that, in the current model, an orthotropic description of the tissue is preferable to a transversely isotropic one, for the metrics considered.
机译:特定于对象或个性化的建模是当前心脏建模研究的主要目标之一。这项研究的目的是评估通过在大鼠左心室收缩的机电模型中引入受试者特定的纤维模型而获得的预测能力的改善。对一系列基于全局规则的纤维模型与基于图像的局部优化纤维模型进行了定量比较。我们的结果表明,在所考虑的纤维模型之间,射血分数,壁增厚和基端至顶点缩短的预测值差异很小。相比之下,预测值与实验图像中测得的值之间会出现更大的差异。在机电模型可以完全受益于特定对象纤维的引入之前,需要进一步研究心脏组织的本构行为和结构。此外,我们的研究表明,在当前模型中,就所考虑的指标而言,组织的正交各向异性描述优于横向各向同性描述。

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