Department of Computational Science and Engineering, Yonsei University, Seoul, Republic of Korea.
Comput Math Methods Med. 2013;2013:964918. doi: 10.1155/2013/964918. Epub 2013 Jul 8.
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.
尽管电阻抗断层成像(EIT)的灵敏度和分辨率较低,但它仍是一种非常有吸引力的功能成像方法。使用传统重建算法的内部电极不足以提高感兴趣区域(ROI)的图像分辨率和准确性。我们提出了一种基于灵敏度矩阵的局部 ROI 成像方法,该方法旨在降低 ROI 外体素的灵敏度并优化 ROI 内体素的灵敏度。我们进行了数值模拟和物理测量,以验证局部 EIT 成像方法。在使用多个物体的初步结果中,我们展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 附近具有更高的密度而不均匀地间隔,可以进一步提高灵敏度。此外,我们还分析了使用多个性能参数进行比较时图像质量的提高程度。尽管尚未对此进行深入研究,但它令人信服地表明,与标准重建方法相比,使用内部电极获得的图像的局部灵敏度得到了改善。