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Three Dimensional Positive Contrast Susceptibility Fast Spin Echo MR Imaging with Variable Excitation Pulses and PD Algorithm *

机译:具有可变激励脉冲和PD算法的三维正对比度磁化率快速自旋回波MR成像 *

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摘要

A susceptibility-based positive contrast MR technique is applied to image the MR compatible metallic devices by solving a regularized ℓ1 minimization problem. However, the previous SE/FSE sequence is used for the data acquisition which can result in high SAR and low sampling efficiency in 3D imaging. Therefore, a 3D single slab 3D FSE sequence with slab selective and variable excitation pulse is proposed to implement 3D positive contrast MR imaging for low SAR and acquiring high-resolution 3D images within a shorter timeframe. Furthermore, in order to achieve faster reconstruction and better imaging quality of the 3D positive contrast MRI, the primal-dual iteration algorithm is also used to solve the regularized ℓ1 minimization problem. The visualization of the positive contrast and convergence behaviour of the proposed reconstruction framework base on the first-order PD algorithm were tested and validated on phantom experiments, compared with the previous nonlinear conjugate gradient (NLCG), fast iterative soft thresholding (FISTA) and alternating direction method of multipliers (ADMM) algorithms.
机译:通过解决正则化的ℓ1最小化问题,将基于磁化率的正对比度MR技术应用于与MR兼容的金属设备的成像。但是,先前的SE / FSE序列用于数据采集,这可能导致3D成像中的SAR高且采样效率低。因此,提出了具有平板选择性和可变激励脉冲的3D单平板3D FSE序列,以实现低SAR的3D正对比度MR成像并在较短的时间范围内获取高分辨率3D图像。此外,为了实现更快的重建速度和更好的3D正对比MRI成像质量,原始对偶迭代算法也用于解决正则化的ℓ1最小化问题。与先前的非线性共轭梯度(NLCG),快速迭代软阈值(FISTA)和交替算法相比,在幻影实验上测试并验证了基于一阶PD算法的拟议重建框架的正对比度和收敛行为的可视化。乘数方向法(ADMM)算法。

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