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Numerical Simulation of Microwave Ablation Incorporating Tissue Contraction Based on Thermal Dose

机译:基于热剂量的微波消融结合组织收缩的数值模拟

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摘要

Tissue contraction plays an important role during high temperature tumor ablation, particularly during device characterization, treatment planning and imaging follow up. We measured such contraction in 18 ex vivo bovine liver samples during microwave ablation by tracking fiducial motion on CT imaging. Contraction was then described using a thermal dose dependent model and a negative thermal expansion coefficient based on the empirical data. FEM simulations with integrated electromagnetic wave propagation, heat transfer, and structural mechanics were evaluated using temperature-dependent dielectric properties and the negative thermal expansion models. Simulated temperature and displacement curves were then compared with the ex vivo experimental results on different continuous output powers. The optimized thermal dose model indicated over 50% volumetric contraction occurred at the temperature over 102.1°C. The numerical simulation results on temperature and contraction-induced displacement showed a good agreement with experimental results. At microwave powers of 55 W, the mean errors on temperature between simulation and experimental results were 8.25%, 2.19% and 5.67% at 5 mm, 10 mm and 20 mm radially from the antenna, respectively. The simulated displacements had mean errors of 16.60%, 14.08% and 23.45% at the same radial locations. Compared to the experimental results, the simulations at the other microwave powers had larger errors with 10–40% mean errors at 40 W, and 10–30% mean errors at 25 W. The proposed model is able to predict temperature elevation and simulate tissue deformation during microwave ablation, and therefore may be incorporated into treatment planning and clinical translation from numerical simulations.
机译:组织收缩在高温肿瘤消融过程中起着重要作用,尤其是在设备表征,治疗计划和影像学随访期间。我们通过追踪CT成像上的基准运动,在微波消融期间在18个离体牛肝样品中测量了这种收缩。然后使用热剂量相关模型和基于经验数据的负热膨胀系数描述收缩。使用温度相关的介电特性和负热膨胀模型评估了具有集成电磁波传播,传热和结构力学的FEM仿真。然后将模拟的温度和位移曲线与不同连续输出功率下的离体实验结果进行比较。优化的热剂量模型表明超过102.1°C的温度发生了超过50%的体积收缩。温度和收缩引起的位移的数值模拟结果与实验结果吻合良好。在55 W的微波功率下,在距天线5 mm,10 mm和20 mm处,模拟和实验结果之间的平均温度误差分别为8.25%,2.19%和5.67%。在相同的径向位置,模拟位移的平均误差为16.60%,14.08%和23.45%。与实验结果相比,在其他微波功率下的模拟具有较大的误差,在40 W时平均误差为10–40%,在25 W时平均误差为10–30%。所提出的模型能够预测温度升高并模拟组织微波消融过程中的变形,因此可以从数值模拟中纳入治疗计划和临床翻译。

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