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磁共振弹性成像中基于水分子定向扩散率的各向异性电导率张量成像

Anisotropic conductivity tensor imaging in MREIT using directional diffusion rate of water molecules.

作者信息

Kwon Oh In, Jeong Woo Chul, Sajib Saurav Z K, Kim Hyung Joong, Woo Eung Je

机构信息

Department of Mathematics, Konkuk University, Seoul, Korea.

出版信息

Phys Med Biol. 2014 Jun 21;59(12):2955-74. doi: 10.1088/0031-9155/59/12/2955. Epub 2014 May 19.

Abstract

Magnetic resonance electrical impedance tomography (MREIT) is an emerging method to visualize electrical conductivity and/or current density images at low frequencies (below 1 KHz). Injecting currents into an imaging object, one component of the induced magnetic flux density is acquired using an MRI scanner for isotropic conductivity image reconstructions. Diffusion tensor MRI (DT-MRI) measures the intrinsic three-dimensional diffusion property of water molecules within a tissue. It characterizes the anisotropic water transport by the effective diffusion tensor. Combining the DT-MRI and MREIT techniques, we propose a novel direct method for absolute conductivity tensor image reconstructions based on a linear relationship between the water diffusion tensor and the electrical conductivity tensor. We first recover the projected current density, which is the best approximation of the internal current density one can obtain from the measured single component of the induced magnetic flux density. This enables us to estimate a scale factor between the diffusion tensor and the conductivity tensor. Combining these values at all pixels with the acquired diffusion tensor map, we can quantitatively recover the anisotropic conductivity tensor map. From numerical simulations and experimental verifications using a biological tissue phantom, we found that the new method overcomes the limitations of each method and successfully reconstructs both the direction and magnitude of the conductivity tensor for both the anisotropic and isotropic regions.

摘要

磁共振电阻抗断层成像(MREIT)是一种新兴的方法,用于在低频(低于1千赫兹)下可视化电导率和/或电流密度图像。向成像对象注入电流,利用MRI扫描仪获取感应磁通密度的一个分量,用于各向同性电导率图像重建。扩散张量MRI(DT-MRI)测量组织内水分子的固有三维扩散特性。它通过有效扩散张量来表征各向异性的水传输。结合DT-MRI和MREIT技术,我们基于水扩散张量和电导率张量之间的线性关系,提出了一种用于绝对电导率张量图像重建的新型直接方法。我们首先恢复投影电流密度,它是从感应磁通密度的测量单分量中能够获得的内部电流密度的最佳近似值。这使我们能够估计扩散张量和电导率张量之间的比例因子。将所有像素处的这些值与获取的扩散张量图相结合,我们可以定量地恢复各向异性电导率张量图。通过使用生物组织模型进行数值模拟和实验验证,我们发现新方法克服了每种方法的局限性,并成功地重建了各向异性和各向同性区域电导率张量的方向和大小。

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