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A Tractography Comparison between Turboprop and Spin-Echo Echo-Planar Diffusion Tensor Imaging

机译:涡轮螺旋桨和自旋回波-回波-平面扩散张量成像的术式比较

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摘要

The development of accurate, non-invasive methods for mapping white matter fiber-tracts is of critical importance. However, fiber-tracking is typically performed on diffusion tensor imaging (DTI) data obtained with echo-planar-based imaging techniques (EPI), which suffer from susceptibility-related image artifacts, and image warping due to eddy-currents. Thus, a number of white matter fiber-bundles mapped using EPI-based DTI data are distorted and/or terminated early. This severely limits the clinical potential of fiber-tracking. In contrast, Turboprop-MRI provides images with significantly fewer susceptibility and eddy-current-related artifacts than EPI. The purpose of this work was to compare fiber-tracking results obtained from DTI data acquired with Turboprop-DTI and EPI-based DTI. It was shown that, in brain regions near magnetic field inhomogeneities, white matter fiber-bundles obtained with EPI-based DTI were distorted and/or partially detected, when magnetic susceptibility-induced distortions were not corrected. After correction, residual distortions were still present and several fiber-tracts remained partially detected. In contrast, when using Turboprop-DTI data, all traced fiber-tracts were in agreement with known anatomy. The inter-session reproducibility of tractography results was higher for Turboprop than EPI-based DTI data in regions near field inhomogeneities. Thus, Turboprop may be a more appropriate DTI data acquisition technique for tracing white matter fibers near regions with significant magnetic susceptibility differences, as well as in longitudinal studies of such fibers. However, the intra-session reproducibility of tractography results was higher for EPI-based than Turboprop DTI data. Thus, EPI-based DTI may be more advantageous for tracing fibers minimally affected by field inhomogeneities.
机译:准确,无创地绘制白质纤维束图的方法至关重要。但是,纤维跟踪通常是在通过基于回波平面的成像技术(EPI)获得的扩散张量成像(DTI)数据上执行的,这些数据会遭受与磁化率相关的图像伪影以及由于涡流而引起的图像变形的困扰。因此,使用基于EPI的DTI数据映射的许多白质纤维束会提前失真和/或终止。这严重限制了纤维跟踪的临床潜力。相比之下,Turboprop-MRI提供的图像的敏感性和涡流相关的伪影要比EPI小得多。这项工作的目的是比较从通过Turboprop-DTI和基于EPI的DTI获取的DTI数据获得的光纤跟踪结果。结果表明,在未校正磁化率引起的畸变的情况下,在靠近磁场不均匀性的大脑区域中,使用基于EPI的DTI获得的白质纤维束会变形和/或部分检测。校正后,仍然存在残余变形,并且仍部分检测到几个光纤束。相反,当使用Turboprop-DTI数据时,所有追踪到的纤维束都与已知的解剖结构一致。 Turboprop的术中术检结果的可重复性高于非均匀性附近区域中基于EPI的DTI数据。因此,Turboprop可能是一种更合适的DTI数据采集技术,用于在具有显着磁化率差异的区域附近追踪白质纤维,以及在此类纤维的纵向研究中。但是,基于EPI的术中术检结果的可重复性高于Turboprop DTI数据。因此,基于EPI的DTI可能更有利于追踪受场不均匀性影响最小的光纤。

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