论文标题
从超分辨率核能临床快速自旋回声磁共振获得的T2映射
T2 Mapping from Super-Resolution-Reconstructed Clinical Fast Spin Echo Magnetic Resonance Acquisitions
论文作者
论文摘要
在早产和新生儿的弛豫计研究中,已经洞悉了脑微观结构,从而为研究正常的脑发育和支持在模棱两可的神经系统情况下的诊断提供了新的途径。但是,这种定量技术需要长时间的收购时间,因此不能直接转化为子宫脑发育研究。在临床胎儿脑磁共振成像常规中,2D低分辨率T2加权快速回声序列用于最大程度地减少获取过程中不可预测的胎儿运动的影响。由于超分辨率技术使从临床低分辨率图像中重建3D高分辨率的胎儿大脑成为可能,因此它们与定量采集方案的组合可以提供快速,准确的T2测量。在这种情况下,目前的工作证明了使用常规T2加权快速自旋序列进行3D各向同性T2映射的超分辨率重建的可行性。使用临床T2加权快速自旋回波序列在可变回波时间内成像定量磁共振幻影,以允许在每个回声时间进行超分辨率重建,并随后的T2映射其弛豫特性接近胎儿脑组织的样品接近。我们证明,与金标准的单回波自旋回声序列相比,使用六个回声时间(在9分钟以下的总获取时间)时,这种方法是高度可重复,准确和健壮的(一个单个2D切片几个小时)。
Relaxometry studies in preterm and at-term newborns have provided insight into brain microstructure, thus opening new avenues for studying normal brain development and supporting diagnosis in equivocal neurological situations. However, such quantitative techniques require long acquisition times and therefore cannot be straightforwardly translated to in utero brain developmental studies. In clinical fetal brain magnetic resonance imaging routine, 2D low-resolution T2-weighted fast spin echo sequences are used to minimize the effects of unpredictable fetal motion during acquisition. As super-resolution techniques make it possible to reconstruct a 3D high-resolution volume of the fetal brain from clinical low-resolution images, their combination with quantitative acquisition schemes could provide fast and accurate T2 measurements. In this context, the present work demonstrates the feasibility of using super-resolution reconstruction from conventional T2-weighted fast spin echo sequences for 3D isotropic T2 mapping. A quantitative magnetic resonance phantom was imaged using a clinical T2-weighted fast spin echo sequence at variable echo time to allow for super-resolution reconstruction at every echo time and subsequent T2 mapping of samples whose relaxometric properties are close to those of fetal brain tissue. We demonstrate that this approach is highly repeatable, accurate and robust when using six echo times (total acquisition time under 9 minutes) as compared to gold-standard single-echo spin echo sequences (several hours for one single 2D slice).