Department of Radiology, Stanford University, Stanford, California, USA.
Department of Electrical Engineering, Stanford University, Stanford, California, USA.
Magn Reson Med. 2022 Nov;88(5):2139-2156. doi: 10.1002/mrm.29393. Epub 2022 Jul 30.
Diffusion weighted Fast Spin Echo (DW-FSE) is a promising approach for distortionless DW imaging that is robust to system imperfections such as eddy currents and off-resonance. Due to non-Carr-Purcell-Meiboom-Gill (CPMG) magnetization, most DW-FSE sequences discard a large fraction of the signal ( ), reducing signal-to-noise ratio (SNR) efficiency compared to DW-EPI. The full FSE signal can be preserved by quadratically incrementing the transmit phase of the refocusing pulses, but this method of resolving non-CPMG magnetization has only been applied to single-shot DW-FSE due to challenges associated with image reconstruction. We present a joint linear reconstruction for multishot quadratic phase increment data that addresses these challenges and corrects ghosting from both shot-to-shot phase and intrashot signal oscillations. Multishot imaging reduces T2 blur and joint reconstruction of shots improves g-factor performance. A thorough analysis on the condition number of the proposed linear system is described.
A joint multishot reconstruction is derived from the non-CPMG signal model. Multishot quadratic phase increment DW-FSE was tested in a standardized diffusion phantom and compared to single-shot DW-FSE and DW-EPI in vivo in the brain, cervical spine, and prostate. The pseudo multiple replica technique was applied to generate g-factor and SNR maps.
The proposed joint shot reconstruction eliminates ghosting from shot-to-shot phase and intrashot oscillations. g-factor performance is improved compared to previously proposed reconstructions, permitting efficient multishot imaging. apparent diffusion coefficient estimates in phantom experiments and in vivo are comparable to those obtained with conventional methods.
Multi-shot non-CPMG DW-FSE data with full signal can be jointly reconstructed using a linear model.
扩散加权快速自旋回波(DW-FSE)是一种无失真 DW 成像的有前途的方法,对涡流和离频等系统不完善具有鲁棒性。由于非 Carr-Purcell-Meiboom-Gill(CPMG)磁化,大多数 DW-FSE 序列丢弃了很大一部分信号( ),与 DW-EPI 相比,降低了信噪比(SNR)效率。通过二次递增聚焦脉冲的发射相位,可以保留全 FSE 信号,但由于与图像重建相关的挑战,这种解决非 CPMG 磁化的方法仅应用于单次 DW-FSE。我们提出了一种用于多 shot 二次相位增量数据的联合线性重建方法,该方法解决了这些挑战,并校正了来自单次相位和单次信号振荡的重影。多 shot 成像可减少 T2 模糊,而 shots 的联合重建可改善 g 因子性能。详细分析了所提出的线性系统的条件数。
从非 CPMG 信号模型推导出联合多 shot 重建。在标准化扩散体模中测试了多 shot 二次相位增量 DW-FSE,并在大脑、颈椎和前列腺的体内将其与单次 DW-FSE 和 DW-EPI 进行了比较。应用伪多副本技术生成 g 因子和 SNR 图。
所提出的联合 shots 重建消除了来自 shots 之间相位和单次信号振荡的重影。与之前提出的重建相比,g 因子性能得到了改善,从而可以实现高效的多 shot 成像。在体模实验和体内实验中,表观扩散系数的估计值与传统方法获得的估计值相当。
使用线性模型可以联合重建具有全信号的多 shot 非 CPMG DW-FSE 数据。