TDOA Prior-Based Contrast Source Inversion for Microwave Ablation Zone Quantitative Imaging

IF 5.8 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Hideaki Muramatsu;Shouhei Kidera
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引用次数: 0

Abstract

This study presents an efficient quantitative microwave imaging method for ablation zones in microwave breast cancer treatment. To maintain an accurate estimate of complex permittivity changes during the ablation process, we integrate the time-of-difference-of-arrival-based ablation boundary prior into the contrast source inversion (CSI)-based nonlinear inverse scattering framework. This incorporation mitigates the ill-posed problem of the original CSI scheme by restricting the region of interest (ROI) using the time-difference-of-arrival (TDOA) prior. Specifically, by focusing on the characteristics of the CSI cost function, our approach simultaneously determines an appropriate ablation boundary and the temporal decrease of complex permittivity, which is closely correlated with the temperature change of the ablated tissue. The effectiveness of our proposed scheme is validated using the 2-D finite-difference time-domain method with realistic breast phantoms, demonstrating accurate dielectric profile reconstruction.
基于TDOA先验对比源反演的微波消融区定量成像
本研究提出一种有效的微波治疗乳腺癌消融区定量成像方法。为了保持对烧蚀过程中复介电常数变化的准确估计,我们将基于到达时差的烧蚀边界先验整合到基于对比源反演(CSI)的非线性逆散射框架中。这种结合通过使用到达时间差(TDOA)先验来限制感兴趣区域(ROI),减轻了原始CSI方案的不适定问题。具体而言,通过关注CSI成本函数的特征,我们的方法同时确定了合适的烧蚀边界和复介电常数的时间下降,这与烧蚀组织的温度变化密切相关。利用二维时域有限差分法对乳房进行了仿真,验证了该方法的有效性,得到了准确的介电剖面重建结果。
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来源期刊
CiteScore
10.40
自引率
28.10%
发文量
968
审稿时长
4.7 months
期刊介绍: IEEE Transactions on Antennas and Propagation includes theoretical and experimental advances in antennas, including design and development, and in the propagation of electromagnetic waves, including scattering, diffraction, and interaction with continuous media; and applications pertaining to antennas and propagation, such as remote sensing, applied optics, and millimeter and submillimeter wave techniques
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