Department of Electrical and Computer Engineering, Kansas State University, 1701D Platt st., Manhattan, KS, 66506, USA.
Department of Circuit Theory, Czech Technical University, Technicka 2, 160 00, Praha 6, Czech Republic.
Med Phys. 2019 Oct;46(10):4291-4303. doi: 10.1002/mp.13704. Epub 2019 Aug 10.
Computational models of microwave tissue ablation are widely used to guide the development of ablation devices, and are increasingly being used for the development of treatment planning and monitoring platforms. Knowledge of temperature-dependent dielectric properties of lung tissue is essential for accurate modeling of microwave ablation (MWA) of the lung.
We employed the open-ended coaxial probe method, coupled with a custom tissue heating apparatus, to measure dielectric properties of ex vivo porcine and bovine lung tissue at temperatures ranging between 31 and 150 C, over the frequency range 500 MHz to 6 GHz. Furthermore, we employed numerical optimization techniques to provide parametric models for characterizing the broadband temperature-dependent dielectric properties of tissue, and their variability across tissue samples, suitable for use in computational models of microwave tissue ablation.
Rapid decreases in both relative permittivity and effective conductivity were observed in the temperature range from 94 to 108 C. Over the measured frequency range, both relative permittivity and effective conductivity were suitably modeled by piecewise linear functions [root mean square error (RMSE) = 1.0952 for permittivity and 0.0650 S/m for conductivity]. Detailed characterization of the variability in lung tissue properties was provided to enable uncertainty quantification of models of MWA.
The reported dielectric properties of lung tissue, and parametric models which also capture their distribution, will aid the development of computational models of microwave lung ablation.
微波组织消融的计算模型被广泛用于指导消融设备的开发,并且越来越多地被用于治疗计划和监测平台的开发。了解肺组织的温度相关介电特性对于准确模拟微波消融(MWA)肺组织至关重要。
我们采用开放式同轴探头法,结合定制的组织加热装置,在 31 至 150°C 的温度范围内,在 500MHz 至 6GHz 的频率范围内,测量离体猪和牛肺组织的介电特性。此外,我们采用数值优化技术,提供了用于描述组织宽带温度相关介电特性及其在组织样本之间变化的参数模型,适用于微波组织消融的计算模型。
在 94 至 108°C 的温度范围内,相对介电常数和有效电导率均迅速下降。在所测量的频率范围内,相对介电常数和有效电导率都可以通过分段线性函数进行适当建模[均方根误差(RMSE)为 1.0952 的介电常数和 0.0650 S/m 的电导率]。对肺组织特性的变异性进行了详细的描述,以实现 MWA 模型的不确定性量化。
报告的肺组织介电特性以及捕获其分布的参数模型将有助于微波肺消融计算模型的开发。