Hsu Yi-Cheng, Vesanen Panu T, Nieminen Jaakko O, Zevenhoven Koos C J, Dabek Juhani, Parkkonen Lauri, Chern I-Liang, Ilmoniemi Risto J, Lin Fa-Hsuan
Department of Mathematics, National Taiwan University, Taipei, Taiwan; Department of Biomedical Engineering and Computational Science, Aalto University School of Science, Espoo, Finland.
Magn Reson Med. 2014 Mar;71(3):955-65. doi: 10.1002/mrm.24745.
For ultra-low-field MRI, the spatial-encoding magnetic fields generated by gradient coils can have strong concomitant fields leading to prominent image distortion. Additionally, using superconducting magnet to pre-polarize magnetization can improve the signal-to-noise ratio of ultra-low-field MRI. Yet the spatially inhomogeneous remanence field due to the permanently trapped flux inside a superconducting pre-polarizing coil modulates magnetization and causes further image distortion.
We propose a two-stage frequency-space (f-x) formulation to accurately describe the dynamics of spatially-encoded magnetization under the influence of concomitant and remanence fields, which allows for correcting image distortion due to concomitant and remanence fields.
Our method is computationally efficient as it uses a combination of the fast Fourier transform algorithm and a linear equation solver. With sufficiently dense discretization in solving the linear equation, the performance of this f-x method was found to be stable among different choices of the regularization parameter and the regularization matrix.
We present this method together with numerical simulations and experimental data to demonstrate how concomitant and remanence field artifacts in ultra-low-field MRI can be corrected efficiently.
对于超低场磁共振成像(MRI),梯度线圈产生的空间编码磁场会伴有强磁场,导致显著的图像失真。此外,使用超导磁体对磁化进行预极化可以提高超低场MRI的信噪比。然而,由于超导预极化线圈内永久俘获的磁通导致的空间不均匀剩磁场会调制磁化并引起进一步的图像失真。
我们提出了一种两阶段频率空间(f-x)公式,以准确描述在伴随场和剩磁场影响下空间编码磁化的动态过程,从而能够校正由伴随场和剩磁场引起的图像失真。
我们的方法计算效率高,因为它结合了快速傅里叶变换算法和线性方程求解器。在线性方程求解中进行足够密集的离散化后,发现这种f-x方法在正则化参数和正则化矩阵的不同选择中性能稳定。
我们展示了该方法以及数值模拟和实验数据,以证明如何有效地校正超低场MRI中的伴随场和剩磁场伪影。