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Viscoelastic parameter estimation based on spectral analysis

机译:基于谱分析的粘弹性参数估计

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摘要

This paper introduces a new technique for the robust estimation of relaxation-time distribution in tissue. The main novelty is in the use of the phase of transfer functions calculated from a time series of strain measurements at multiple locations. Computer simulations with simulated measurement noise demonstrate the feasibility of the approach. An experimental apparatus and software were developed to confirm the simulations. The setup can be used both as a rheometer to characterize the overall mechanical properties of a material or as a vibro-elastography imaging device using an ultrasound system. The algorithms were tested on tissue mimicking phantoms specifically developed to exhibit contrast in elasticity and relaxation time. The phantoms were constructed using a combination of gelatin and a polyvinyl alcohol sponge to produce the desired viscoelastic properties. The tissue parameters were estimated and the elasticity and relaxation time of the materials have been used as complementary features to distinguish different materials. The estimation results are consistent with the rheometry, verifying that the relaxation time can be used as a complementary feature to elasticity to delineate the mechanical properties of the phantom.
机译:本文介绍了一种新的技术,用于鲁棒估计组织中的松弛时间分布。主要的新颖之处在于使用了根据多个位置的应变测量的时间序列计算出的传递函数的相位。具有模拟测量噪声的计算机模拟证明了该方法的可行性。开发了实验设备和软件以确认模拟。该设置既可以用作流变仪来表征材料的总体机械性能,也可以用作使用超声系统的振动弹力成像设备。对算法进行了测试,模拟了专门开发来表现出弹性和松弛时间对比的人体模型。使用明胶和聚乙烯醇海绵的组合体模来产生所需的粘弹性。估计组织参数,并且材料的弹性和松弛时间已被用作区分不同材料的补充特征。估计结果与流变学一致,证明松弛时间可以用作弹性的补充特征,以描绘体模的机械性能。

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