arXiv:2508.10184physics.med-pheess.IV2025-08被引 2

一次扫描同时获取多种脑部影像参数,速度快精度高。

MIMOSA: Multi-parametric Imaging using Multiple-echoes with Optimized Simultaneous Acquisition for highly-efficient quantitative MRI

  • 采用螺旋式轨迹和多回波同步采集,提升成像效率。
  • 3分钟完成3T全脑高分辨率定量成像,加速达11.8倍仍保精度。
  • 适合需要快速、多参数脑成像的研究与临床场景。

目的:开发一种新序列MIMOSA,实现高效T1、T2、T2*、质子密度(PD)及源分离定量磁敏感成像(QSM)的多参数定量MRI。方法:基于3D-QALAS序列,融合3D快速梯度回波(FLASH)与多回波梯度回波模块,采用类螺旋笛卡尔轨迹,实现高效采集;通过仿真优化序列;使用零样本自监督学习算法进行重建。在ISMRM/NIST体模和在体实验中,对比MIMOSA与3D-QALAS及参考技术评估定量映射准确性。在在体实验中,评估加速因子R=3.3、6.5、11.8下的性能,并通过扫描-重扫研究评估重复性。此外,在7T下实现750μm各向同性分辨率的介观尺度定量成像。结果:仿真显示MIMOSA参数估计精度优于3D-QALAS;体模实验中与参考方法一致性更优。在体实验中,最高可实现11.8倍加速,扫描-重扫一致性系数达0.998(T1)、0.973(T2)、0.947(T2*)、0.992(QSM)、0.987(顺磁性)、0.977(抗磁性)。3T下1分钟内完成1mm各向同性分辨率全脑成像,7T下13分钟完成750μm分辨率成像。结论:MIMOSA具有高效多参数成像潜力。

原文摘要 · Abstract (English)

Purpose: To develop a new sequence, MIMOSA, for highly-efficient T1, T2, T2*, proton density (PD), and source separation quantitative susceptibility mapping (QSM). Methods: MIMOSA was developed based on 3D-quantification using an interleaved Look-Locker acquisition sequence with T2 preparation pulse (3D-QALAS) by combining 3D turbo Fast Low Angle Shot (FLASH) and multi-echo gradient echo acquisition modules with a spiral-like Cartesian trajectory to facilitate highly-efficient acquisition. Simulations were performed to optimize the sequence. Multi-contrast/-slice zero-shot self-supervised learning algorithm was employed for reconstruction. The accuracy of quantitative mapping was assessed by comparing MIMOSA with 3D-QALAS and reference techniques in both ISMRM/NIST phantom and in-vivo experiments. MIMOSA's acceleration capability was assessed at R = 3.3, 6.5, and 11.8 in in-vivo experiments, with repeatability assessed through scan-rescan studies. Beyond the 3T experiments, mesoscale quantitative mapping was performed at 750 um isotropic resolution at 7T. Results: Simulations demonstrated that MIMOSA achieved improved parameter estimation accuracy compared to 3D-QALAS. Phantom experiments indicated that MIMOSA exhibited better agreement with the reference techniques than 3D-QALAS. In-vivo experiments demonstrated that an acceleration factor of up to R = 11.8-fold can be achieved while preserving parameter estimation accuracy, with intra-class correlation coefficients of 0.998 (T1), 0.973 (T2), 0.947 (T2*), 0.992 (QSM), 0.987 (paramagnetic susceptibility), and 0.977 (diamagnetic susceptibility) in scan-rescan studies. Whole-brain T1, T2, T2*, PD, source separation QSM were obtained with 1 mm isotropic resolution in 3 min at 3T and 750 um isotropic resolution in 13 min at 7T. Conclusion: MIMOSA demonstrated potential for highly-efficient multi-parametric mapping.

多参数成像MRI加速定量MRI7T成像

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