Biomedizinische NMR, Max-Planck-Institut für biophysikalische Chemie, Göttingen, Germany.
Institute for Diagnostic and Interventional Radiology, University Medical Center Göttingen, Göttingen, Germany.
Magn Reson Med. 2019 Sep;82(3):1000-1011. doi: 10.1002/mrm.27795. Epub 2019 Apr 29.
To achieve dynamic water/fat separation and field inhomogeneity mapping via model-based reconstructions of undersampled triple-echo multi-spoke radial FLASH acquisitions.
This work introduces an undersampled triple-echo multi-spoke radial FLASH sequence, which uses (i) complementary radial spokes per echo train for faster spatial encoding, (ii) asymmetric echoes for flexible and nonuniform echo spacing, and (iii) a golden angle increment across frames for optimal k-space coverage. Joint estimation of water, fat, inhomogeneity, and coil sensitivity maps from undersampled triple-echo data poses a nonlinear and non-convex inverse problem which is solved by a model-based reconstruction with suitable regularization. The developed methods are validated using phantom experiments with different degrees of undersampling. Real-time MRI studies of the knee, liver, and heart are conducted without prospective gating or retrospective data sorting at temporal resolutions of 70, 158, and 40 ms, respectively.
Up to 18-fold undersampling is achieved in this work. Even in the presence of rapid physiological motion, large field inhomogeneities, and phase wrapping, the model-based reconstruction yields reliably separated water/fat maps in conjunction with spatially smooth inhomogeneity maps.
The combination of a triple-echo acquisition and joint reconstruction technique provides a practical solution to time-resolved and motion robust water/fat separation at high spatial and temporal resolution.
通过对欠采样三回波多 spokes 径向 FLASH 采集进行基于模型的重建,实现动态水/脂分离和场不均匀性映射。
本工作介绍了一种欠采样三回波多 spokes 径向 FLASH 序列,它使用 (i) 每个回波 train 的互补径向 spokes 进行更快的空间编码,(ii) 非对称回波以实现灵活和不均匀的回波间隔,以及 (iii) 跨帧的黄金角度增量以实现最佳的 k 空间覆盖。从欠采样三回波数据中联合估计水、脂、不均匀性和线圈灵敏度图是一个非线性和非凸的反问题,通过具有适当正则化的基于模型的重建来解决。所开发的方法使用具有不同欠采样程度的体模实验进行验证。分别在 70、158 和 40ms 的时间分辨率下对膝盖、肝脏和心脏进行实时 MRI 研究,无需前瞻性门控或回顾性数据排序。
在本工作中实现了高达 18 倍的欠采样。即使存在快速生理运动、大场不均匀性和相位缠绕,基于模型的重建也能可靠地分离水/脂图,并同时获得空间平滑的不均匀性图。
三回波采集和联合重建技术的结合为高空间和时间分辨率的时间分辨和运动鲁棒的水/脂分离提供了一种实用的解决方案。