Enhanced Electrical Impedance Tomography Using Rotating Radial Injection: A Quantitative Study on an Electrical Biomimetic Thoracic Phantom

IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Oumaima Bader;Hanyu Yang;Mariem Hafsa;Najoua Essoukri Ben Amara;Olfa Kanoun
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引用次数: 0

Abstract

Identifying the optimal current injection pattern is crucial in electrical impedance tomography (EIT) to improve image reconstruction accuracy. This study compares the performance of a newly proposed rotating radial current injection pattern with the commonly used in EIT, which are the adjacent and opposite injection patterns. The evaluation is realized on a biomimetic thorax-shaped resistor mesh phantom by evaluating quantitative metrics derived from measured boundary voltages, including condition number ($k$), dynamic range (DR), and mean sensitivity ($S$). The investigation is based on the evaluation of the image correlation coefficient (ICC) and the structural similarity index measure $(SSIM)$, comparing reconstructed images from simulation and measurement data to assess reconstruction accuracy. Results demonstrate that the rotating radial pattern achieves an ICC of 0.98, an SSIM of 0.82, a lower $k$, a higher $S$, and an increased DR compared to the adjacent and opposite patterns. These findings highlight the potential of the rotating radial pattern to advance EIT imaging performance for diverse applications in lung imaging.
基于旋转径向注射的增强电阻抗断层扫描:电仿生胸体的定量研究
在电阻抗层析成像(EIT)中,确定最佳电流注入模式是提高图像重建精度的关键。本研究将新提出的旋转径向电流注入模式与EIT中常用的相邻和相反注入模式的性能进行了比较。通过评估由测量的边界电压得出的定量指标,包括状态数(k)、动态范围(DR)和平均灵敏度(S),在仿生胸廓形电阻网格模型上实现了评估。该研究基于图像相关系数(ICC)和结构相似指数度量(SSIM)的评估,比较模拟和测量数据的重建图像,以评估重建精度。结果表明,与相邻和相反的模式相比,旋转径向模式的ICC为0.98,SSIM为0.82,$k$较低,$S$较高,DR增加。这些发现突出了旋转径向模式在提高EIT成像性能方面的潜力,可用于肺部成像的各种应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Sensors Letters
IEEE Sensors Letters Engineering-Electrical and Electronic Engineering
CiteScore
3.50
自引率
7.10%
发文量
194
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