van Gorp Jetse S, Bakker Chris J G, Bouwman Job G, Smink Jouke, Zijlstra Frank, Seevinck Peter R
Image Sciences Institute, University Medical Center Utrecht, Heidelberglaan 100, 3584CX Utrecht, The Netherlands.
Phys Med Biol. 2015 Jan 21;60(2):615-31. doi: 10.1088/0031-9155/60/2/615. Epub 2014 Dec 30.
In this study, we explore the potential of compressed sensing (CS) accelerated broadband 3D phase-encoded turbo spin-echo (3D-PE-TSE) for the purpose of geometrically undistorted imaging in the presence of field inhomogeneities. To achieve this goal 3D-PE-SE and 3D-PE-TSE sequences with broadband rf pulses and dedicated undersampling patterns were implemented on a clinical scanner. Additionally, a 3D multi-spectral spin-echo (ms3D-SE) sequence was implemented for reference purposes. First, we demonstrated the influence of susceptibility induced off-resonance effects on the spatial encoding of broadband 3D-SE, ms3D-SE, 3D-PE-SE and 3D-PE-TSE using a grid phantom containing a titanium implant (Δχ = 182 ppm) with x-ray CT as a gold standard. These experiments showed that the spatial encoding of 3D-PE-(T)SE was unaffected by susceptibility induced off-resonance effects, which caused geometrical distortions and/or signal hyper-intensities in broadband 3D-SE and, to a lesser extent, in ms3D-SE frequency encoded methods. Additionally, an SNR analysis was performed and the temporally resolved signal of 3D-PE-(T)SE sequences was exploited to retrospectively decrease the acquisition bandwidth and obtain field offset maps. The feasibility of CS acceleration was studied retrospectively and prospectively for the 3D-PE-SE sequence using an existing CS algorithm adapted for the reconstruction of 3D data with undersampling in all three phase encoded dimensions. CS was combined with turbo-acceleration by variable density undersampling and spherical stepwise T2 weighting by randomly sorting consecutive echoes in predefined spherical k-space layers. The CS-TSE combination resulted in an overall acceleration factor of 60, decreasing the original 3D-PE-SE scan time from 7 h to 7 min. Finally, CS accelerated 3D-PE-TSE in vivo images of a titanium screw were obtained within 10 min using a micro-coil demonstrating the feasibility of geometrically undistorted MRI near severe field inhomogeneities.
在本研究中,我们探索了压缩感知(CS)加速宽带三维相位编码涡轮自旋回波(3D-PE-TSE)在存在场不均匀性时实现几何无畸变成像的潜力。为实现这一目标,在临床扫描仪上实施了具有宽带射频脉冲和专用欠采样模式的3D-PE-SE和3D-PE-TSE序列。此外,还实施了一个三维多光谱自旋回波(ms3D-SE)序列用于参考。首先,我们使用包含钛植入物(Δχ = 182 ppm)的网格体模,以X射线CT作为金标准,展示了磁化率诱导的失谐效应对宽带3D-SE、ms3D-SE、3D-PE-SE和3D-PE-TSE空间编码的影响。这些实验表明,3D-PE-(T)SE的空间编码不受磁化率诱导的失谐效应影响,而这种效应在宽带3D-SE以及在较小程度上在ms3D-SE频率编码方法中会导致几何畸变和/或信号高强化。此外,进行了信噪比分析,并利用3D-PE-(T)SE序列的时间分辨信号来回顾性地降低采集带宽并获得场偏移图。使用一种适用于在所有三个相位编码维度进行欠采样的3D数据重建的现有CS算法,对3D-PE-SE序列的CS加速可行性进行了回顾性和前瞻性研究。通过可变密度欠采样将CS与涡轮加速相结合,并通过在预定义的球形k空间层中随机排序连续回波进行球形逐步T2加权。CS-TSE组合产生了60的总体加速因子,将原始3D-PE-SE扫描时间从7小时缩短至7分钟。最后,使用微线圈在10分钟内获得了钛螺钉的CS加速3D-PE-TSE体内图像,证明了在严重场不均匀性附近进行几何无畸变MRI成像技术的可行性。