Haris Kostas, Hedström Erik, Bidhult Sebastian, Testud Frederik, Maglaveras Nicos, Heiberg Einar, Hansson Stefan R, Arheden Håkan, Aletras Anthony H
Laboratory of Computing, Medical Informatics and Biomedical-Imaging Technologies, School of Medicine, Aristotle University of Thessaloniki, Greece.
Lund Cardiac MR Group, Department of Clinical Physiology and Nuclear Medicine, Skåne University Hospital, Lund University, Lund, Sweden.
J Magn Reson Imaging. 2017 Jul;46(1):207-217. doi: 10.1002/jmri.25599. Epub 2017 Feb 2.
To develop and assess a technique for self-gated fetal cardiac cine magnetic resonance imaging (MRI) using tiny golden angle radial sampling combined with iGRASP (iterative Golden-angle RAdial Sparse Parallel) for accelerated acquisition based on parallel imaging and compressed sensing.
Fetal cardiac data were acquired from five volunteers in gestational week 29-37 at 1.5T using tiny golden angles for eddy currents reduction. The acquired multicoil radial projections were input to a principal component analysis-based compression stage. The cardiac self-gating (CSG) signal for cardiac gating was extracted from the acquired radial projections and the iGRASP reconstruction procedure was applied. In all acquisitions, a total of 4000 radial spokes were acquired within a breath-hold of less than 15 seconds using a balanced steady-state free precession pulse sequence. The images were qualitatively compared by two independent observers (on a scale of 1-4) to a single midventricular cine image from metric optimized gating (MOG) and real-time acquisitions.
For iGRASP and MOG images, good overall image quality (2.8 ± 0.4 and 2.6 ± 1.3, respectively, for observer 1; 3.6 ± 0.5 and 3.4 ± 0.9, respectively, for observer 2) and cardiac diagnostic quality (3.8 ± 0.4 and 3.4 ± 0.9, respectively, for observer 1; 3.6 ± 0.5 and 3.6 ± 0.9, respectively, for observer 2) were obtained, with visualized myocardial thickening over the cardiac cycle and well-defined myocardial borders to ventricular lumen and liver/lung tissue. For iGRASP, MOG, and real time, left ventricular lumen diameter (14.1 ± 2.2 mm, 14.2 ± 1.9 mm, 14.7 ± 1.1 mm, respectively) and wall thickness (2.7 ± 0.3 mm, 2.6 ± 0.3 mm, 3.0 ± 0.4, respectively) showed agreement and no statistically significant difference was found (all P > 0.05). Images with iGRASP tended to have higher overall image quality scores compared with MOG and particularly real-time images, albeit not statistically significant in this feasibility study (P > 0.99 and P = 0.12, respectively).
Fetal cardiac cine MRI can be performed with iGRASP using tiny golden angles and CSG. Comparison with other fetal cardiac cine MRI methods showed that the proposed method produces high-quality fetal cardiac reconstructions.
2 Technical Efficacy: Stage 1 J. MAGN. RESON. IMAGING 2017;46:207-217.
开发并评估一种自门控胎儿心脏电影磁共振成像(MRI)技术,该技术采用微小黄金角径向采样结合iGRASP(迭代黄金角径向稀疏并行)技术,基于并行成像和压缩感知实现加速采集。
在1.5T场强下,使用微小黄金角减少涡流,从29 - 37孕周的5名志愿者获取胎儿心脏数据。将采集到的多线圈径向投影输入基于主成分分析的压缩阶段。从采集到的径向投影中提取用于心脏门控的心脏自门控(CSG)信号,并应用iGRASP重建程序。在所有采集过程中,使用平衡稳态自由进动脉冲序列,在不到15秒的屏气时间内共采集4000条径向辐条。两名独立观察者将图像与来自度量优化门控(MOG)和实时采集的单个心室中部电影图像进行定性比较(评分范围为1 - 4)。
对于iGRASP和MOG图像,观察者1分别获得了良好的整体图像质量(分别为2.8±0.4和2.6±1.3)和心脏诊断质量(分别为3.8±0.4和3.4±0.9),观察者2分别获得了良好的整体图像质量(分别为3.6±0.5和3.4±0.9)和心脏诊断质量(分别为3.6±0.5和3.6±0.9),在心动周期中可见心肌增厚,心肌与心室腔及肝/肺组织的边界清晰。对于iGRASP、MOG和实时图像,左心室腔直径(分别为14.1±2.2mm、14.2±1.9mm、14.7±1.1mm)和壁厚(分别为2.7±0.3mm、2.6±0.3mm、3.0±0.4mm)显示出一致性,未发现统计学显著差异(所有P>0.05)。与MOG尤其是实时图像相比,iGRASP图像的整体图像质量得分往往更高,尽管在本可行性研究中无统计学显著性(分别为P>0.99和P = 0.12)。
使用微小黄金角和CSG的iGRASP技术可用于胎儿心脏电影MRI。与其他胎儿心脏电影MRI方法比较表明,该方法可产生高质量的胎儿心脏重建图像。
2 技术效能:1期 J.MAGN.RESON.IMAGING 2017;46:207 - 217。