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A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes

机译:内电极电阻层析成像的局部感兴趣区域成像方法

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摘要

Electrical Impedance Tomography (EIT) is a very attractive functional imaging method despite the low sensitivity and resolution. The use of internal electrodes with the conventional reconstruction algorithms was not enough to enhance image resolution and accuracy in the region of interest (ROI). We propose a local ROI imaging method with internal electrodes developed from careful analysis of the sensitivity matrix that is designed to reduce the sensitivity of the voxels outside the local region and optimize the sensitivity of the voxel inside the local region. We perform numerical simulations and physical measurements to demonstrate the localized EIT imaging method. In preliminary results with multiple objects we show the benefits of using an internal electrode and the improved resolution due to the local ROI image reconstruction method. The sensitivity is further increased by allowing the surface electrodes to be unevenly spaced with a higher density of surface electrodes near the ROI. Also, we analyse how much the image quality is improved using several performance parameters for comparison. While these have not yet been studied in depth, it convincingly shows an improvement in local sensitivity in images obtained with an internal electrode in comparison to a standard reconstruction method.
机译:尽管灵敏度和分辨率较低,但电阻抗层析成像(EIT)是一种非常有吸引力的功能成像方法。内部电极与常规重建算法的使用不足以增强图像分辨率和关注区域(ROI)的准确性。我们提出了一种内部电极的局部ROI成像方法,该方法是通过对灵敏度矩阵进行仔细分析而开发的,该方法旨在降低局部区域外的体素的灵敏度并优化局部区域内的体素的灵敏度。我们进行数值模拟和物理测量,以证明局部EIT成像方法。在具有多个对象的初步结果中,我们显示了使用内部电极的好处以及由于局部ROI图像重建方法而提高的分辨率。通过允许表面电极在ROI附近以较高密度的表面电极不均匀地间隔开来,可以进一步提高灵敏度。此外,我们使用几个性能参数进行比较分析了图像质量提高了多少。尽管尚未对其进行深入研究,但令人信服的是,与标准重建方法相比,该方法令人信服地显示了使用内部电极获得的图像的局部灵敏度有所改善。

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