Evaluating corneal biomechanics using shear wave elastography and finite element modeling: sensitivity analysis and parametric optimization

IF 1.9 4区 工程技术 Q3 MECHANICS Continuum Mechanics and Thermodynamics Pub Date : 2024-12-08 DOI:10.1007/s00161-024-01340-1
Pouria Mazinani, Christian Cardillo, Peiman Mosaddegh
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Abstract

This study presents a comprehensive analysis of corneal biomechanics using shear wave elastography, leveraging finite element modeling to investigate the mechanical properties of corneal tissue. A 3D axis-symmetric corneal model was developed and subjected to various simulated conditions, including changes in intraocular pressure (IOP), boundary conditions, excitation pressure, and corneal curvature. The model incorporates hyper-viscoelastic material properties, allowing for an accurate representation of the cornea nonlinear behavior within physiological pressure ranges. Parametric studies were conducted to assess the sensitivity of shear wave velocity to variations in corneal biomechanical parameters. The results revealed that intrinsic material properties, particularly viscoelastic constants, significantly influence shear wave propagation, while external factors such as IOP and boundary conditions have minimal impact. The study also employed the Taguchi method for parametric optimization, identifying the first relaxation time as a critical factor affecting shear wave velocity. This work offers valuable insights into corneal biomechanics, with implications for improving diagnostic techniques and enhancing our understanding of corneal behavior under different physiological conditions. The findings support the potential application of shear wave elastography as a non-invasive tool for assessing corneal stiffness and advancing clinical practice in ophthalmology.

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利用剪切波弹性成像和有限元模型评估角膜生物力学:敏感性分析和参数优化
本研究利用剪切波弹性图对角膜生物力学进行了全面分析,并利用有限元模型来研究角膜组织的力学特性。建立了三维轴对称角膜模型,并进行了各种模拟条件,包括眼内压(IOP)、边界条件、激发压力和角膜曲率的变化。该模型结合了超粘弹性材料特性,允许在生理压力范围内准确表示角膜的非线性行为。进行参数研究以评估剪切波速对角膜生物力学参数变化的敏感性。结果表明,材料的固有特性,特别是粘弹性常数,对剪切波的传播有显著影响,而外部因素,如IOP和边界条件,对剪切波的传播影响最小。采用Taguchi方法进行参数优化,确定首次松弛时间是影响横波速度的关键因素。这项工作为角膜生物力学提供了有价值的见解,对改进诊断技术和增强我们对不同生理条件下角膜行为的理解具有重要意义。研究结果支持了剪切波弹性成像作为评估角膜硬度的非侵入性工具的潜在应用,并促进了眼科的临床实践。
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来源期刊
CiteScore
5.30
自引率
15.40%
发文量
92
审稿时长
>12 weeks
期刊介绍: This interdisciplinary journal provides a forum for presenting new ideas in continuum and quasi-continuum modeling of systems with a large number of degrees of freedom and sufficient complexity to require thermodynamic closure. Major emphasis is placed on papers attempting to bridge the gap between discrete and continuum approaches as well as micro- and macro-scales, by means of homogenization, statistical averaging and other mathematical tools aimed at the judicial elimination of small time and length scales. The journal is particularly interested in contributions focusing on a simultaneous description of complex systems at several disparate scales. Papers presenting and explaining new experimental findings are highly encouraged. The journal welcomes numerical studies aimed at understanding the physical nature of the phenomena. Potential subjects range from boiling and turbulence to plasticity and earthquakes. Studies of fluids and solids with nonlinear and non-local interactions, multiple fields and multi-scale responses, nontrivial dissipative properties and complex dynamics are expected to have a strong presence in the pages of the journal. An incomplete list of featured topics includes: active solids and liquids, nano-scale effects and molecular structure of materials, singularities in fluid and solid mechanics, polymers, elastomers and liquid crystals, rheology, cavitation and fracture, hysteresis and friction, mechanics of solid and liquid phase transformations, composite, porous and granular media, scaling in statics and dynamics, large scale processes and geomechanics, stochastic aspects of mechanics. The journal would also like to attract papers addressing the very foundations of thermodynamics and kinetics of continuum processes. Of special interest are contributions to the emerging areas of biophysics and biomechanics of cells, bones and tissues leading to new continuum and thermodynamical models.
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