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用于MRI引导放射治疗的前列腺扩散加权成像中,读出分段回波平面成像的场图校正以减少空间畸变

Field-map correction in read-out segmented echo planar imaging for reduced spatial distortion in prostate DWI for MRI-guided radiotherapy applications.

作者信息

Bergen Robert V, Ryner Lawrence, Essig Marco

机构信息

Department of Physics & Astronomy, University of Manitoba, Canada; Medical Physics, CancerCare Manitoba, Canada.

Department of Physics & Astronomy, University of Manitoba, Canada; Medical Physics, CancerCare Manitoba, Canada.

出版信息

Magn Reson Imaging. 2020 Apr;67:43-49. doi: 10.1016/j.mri.2019.12.005. Epub 2019 Dec 13.

DOI:10.1016/j.mri.2019.12.005
PMID:31843418
Abstract

Diffusion-weighted echo planar imaging (DW-EPI) suffers from geometric distortion due to low phase-encoding bandwidth. Read-out segmented echo planar imaging (RS-EPI) reduces distortion but residual distortion remains in extreme cases. Additional corrections need to be applied, especially for radiotherapy applications where a high degree of accuracy is needed. In this study the use of magnetic field map corrections are assessed in DW-EPI and RS-EPI, to reduce geometric uncertainty for MRI-guided radiotherapy applications. Magnetic field maps were calculated from gradient echo images and distortion corrections were applied to RS-EPI images. Distortions were assessed in a prostate phantom by comparing to the known geometry, and in vivo using a modified Hausdorff distance metric using a T2-weighted spin echo as ground truth. Across 10 patients, field map-corrected RS-EPI reduced maximum distortion by 5 mm on average compared to DW-EPI (σ = 1.9 mm). Geometric distortions were also reduced significantly using field mapping with RS-EPI, compared to RS-EPI alone (p ≤ 0.05). The increased geometric accuracy of these techniques can potentially allow diffusion-weighted images to be fused with other MR or CT images for radiotherapy treatment purposes.

摘要

由于相位编码带宽较低,扩散加权回波平面成像(DW-EPI)存在几何畸变问题。读出分段回波平面成像(RS-EPI)可减少畸变,但在极端情况下仍会残留畸变。需要应用额外的校正,特别是在需要高精度的放射治疗应用中。在本研究中,评估了在DW-EPI和RS-EPI中使用磁场图校正,以减少MRI引导放射治疗应用中的几何不确定性。从梯度回波图像计算磁场图,并将畸变校正应用于RS-EPI图像。通过与已知几何形状进行比较,在前列腺模型中评估畸变,并在体内使用改良的豪斯多夫距离度量,以T2加权自旋回波作为基准真值。在10名患者中,与DW-EPI相比,经磁场图校正的RS-EPI平均最大畸变减少了5毫米(σ = 1.9毫米)。与单独使用RS-EPI相比,使用RS-EPI进行磁场映射也显著降低了几何畸变(p≤0.05)。这些技术提高的几何精度可能使扩散加权图像能够与其他MR或CT图像融合,用于放射治疗目的。

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