In Myung-Ho, Posnansky Oleg, Beall Erik B, Lowe Mark J, Speck Oliver
Department of Biomedical Magnetic Resonance, Institute for Experimental Physics, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.
Department of Radiology, Imaging Institute, Cleveland Clinic, Cleveland, Ohio, United States of America.
PLoS One. 2015 Feb 23;10(2):e0116320. doi: 10.1371/journal.pone.0116320. eCollection 2015.
In echo-planar imaging (EPI), such as commonly used for functional MRI (fMRI) and diffusion-tensor imaging (DTI), compressed distortion is a more difficult challenge than local stretching as spatial information can be lost in strongly compressed areas. In addition, the effects are more severe at ultra-high field (UHF) such as 7T due to increased field inhomogeneity. To resolve this problem, two EPIs with opposite phase-encoding (PE) polarity were acquired and combined after distortion correction. For distortion correction, a point spread function (PSF) mapping method was chosen due to its high correction accuracy and extended to perform distortion correction of both EPIs with opposite PE polarity thus reducing the PSF reference scan time. Because the amount of spatial information differs between the opposite PE datasets, the method was further extended to incorporate a weighted combination of the two distortion-corrected images to maximize the spatial information content of a final corrected image. The correction accuracy of the proposed method was evaluated in distortion-corrected data using both forward and reverse phase-encoded PSF reference data and compared with the reversed gradient approaches suggested previously. Further we demonstrate that the extended PSF method with an improved weighted combination can recover local distortions and spatial information loss and be applied successfully not only to spin-echo EPI, but also to gradient-echo EPIs acquired with both PE directions to perform geometrically accurate image reconstruction.
在回波平面成像(EPI)中,例如常用于功能磁共振成像(fMRI)和扩散张量成像(DTI)的情况,与局部拉伸相比,压缩失真带来的挑战更大,因为在强压缩区域空间信息可能会丢失。此外,由于场不均匀性增加,在超高场(UHF)如7T时,这种影响更为严重。为了解决这个问题,采集了具有相反相位编码(PE)极性的两个EPI,并在失真校正后进行合并。对于失真校正,选择了点扩散函数(PSF)映射方法,因为其校正精度高,并将其扩展以对具有相反PE极性的两个EPI进行失真校正,从而减少PSF参考扫描时间。由于相反PE数据集中的空间信息量不同,该方法进一步扩展为纳入两个失真校正图像的加权组合,以最大化最终校正图像的空间信息含量。使用正向和反向相位编码的PSF参考数据在失真校正数据中评估了所提出方法的校正精度,并与先前提出的反向梯度方法进行了比较。此外,我们证明了具有改进加权组合的扩展PSF方法可以恢复局部失真和空间信息损失,并且不仅可以成功应用于自旋回波EPI,还可以应用于在两个PE方向上采集的梯度回波EPI,以进行几何精确的图像重建。