Institute for Mathematics and Scientific Computing, University of Graz, Graz, Austria.
BioTechMed-Graz, Graz, Austria.
Magn Reson Med. 2018 Oct;80(4):1416-1428. doi: 10.1002/mrm.27124. Epub 2018 Feb 9.
Joint design of minimum duration RF pulses and slice-selective gradient shapes for MRI via time optimal control with strict physical constraints, and its application to simultaneous multislice imaging.
The minimization of the pulse duration is cast as a time optimal control problem with inequality constraints describing the refocusing quality and physical constraints. It is solved with a bilevel method, where the pulse length is minimized in the upper level, and the constraints are satisfied in the lower level. To address the inherent nonconvexity of the optimization problem, the upper level is enhanced with new heuristics for finding a near global optimizer based on a second optimization problem.
A large set of optimized examples shows an average temporal reduction of 87.1% for double diffusion and 74% for turbo spin echo pulses compared to power independent number of slices pulses. The optimized results are validated on a 3T scanner with phantom measurements.
The presented design method computes minimum duration RF pulse and slice-selective gradient shapes subject to physical constraints. The shorter pulse duration can be used to decrease the effective echo time in existing echo-planar imaging or echo spacing in turbo spin echo sequences.
通过具有严格物理约束的时间最优控制,联合设计最小持续时间 RF 脉冲和用于 MRI 的片选梯度形状,应用于同时多层面成像。
将脉冲持续时间最小化作为一个具有不等式约束的时间最优控制问题,这些约束描述了再聚焦质量和物理约束。采用双层方法求解,在上层最小化脉冲长度,在下层满足约束。为了解决优化问题的固有非凸性,在上层增强了新的启发式方法,基于第二个优化问题来寻找全局近优解。
大量的优化示例表明,与独立于功率的切片脉冲相比,双扩散的时间平均减少了 87.1%,涡轮自旋回波脉冲的时间平均减少了 74%。优化结果在 3T 扫描仪上进行了幻影测量验证。
所提出的设计方法计算了最小持续时间 RF 脉冲和片选梯度形状,同时考虑了物理约束。较短的脉冲持续时间可用于减小现有回波平面成像中的有效回波时间或涡轮自旋回波序列中的回波间隔。