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基于序列扫描的开放式磁粒子成像单维多体素系统矩阵校准

Sequential Scan-Based Single-Dimension Multi-Voxel System Matrix Calibration for Open-Sided Magnetic Particle Imaging.

出版信息

IEEE Trans Med Imaging. 2024 Nov;43(11):3856-3868. doi: 10.1109/TMI.2024.3404602. Epub 2024 Nov 4.

Abstract

Open-sided magnetic particle imaging (OS-MPI) has garnered significant interest due to its potential for interventional applications. However, the system matrix calibration in OS-MPI using sequential scans is a time-consuming task and susceptible to the low signal-to-noise ratio (SNR) resulting from the small calibration sample size. These challenges have hindered the practical implementation of system matrix-based reconstruction for sequentially scanned OS-MPI. To address these issues, we propose a novel calibration method, named sequen- tial scan-based single-dimension multi-voxel calibration (SS-SDMVC), to efficiently obtain a high-SNR system matrix. This method was implemented in a cylindrical field of view (FOV), where a bar calibration sample parallel to the field-free line (FFL) was shifted along a fixed radial direction. A standard image reconstruction process was also introduced to verify the feasibility of SS-SDMVC. Through simulations, we analyzed the effects of noise levels and scanner imperfections on the SS-SDMVC-based reconstruction and demonstrated its robustness. In experiments, we compared the imaging performance of SS-SDMVC and the sequential scan-based traditional cubic-FOV SMC. The results showed that SS-SDMVC reduced the number of measurements by a factor of 210.94 and achieved higher reconstruction quality. Therefore, SS-SDMVC is expected to improve the reconstruction quality of human- scale or high-gradient FFL MPI scanners.

摘要

开放式磁粒子成像(OS-MPI)因其在介入应用中的潜力而引起了广泛关注。然而,使用顺序扫描进行 OS-MPI 系统矩阵校准是一项耗时的任务,并且容易受到小校准样本尺寸导致的低信噪比(SNR)的影响。这些挑战阻碍了基于系统矩阵的顺序扫描 OS-MPI 重建的实际实施。为了解决这些问题,我们提出了一种新颖的校准方法,称为基于顺序扫描的单维多体素校准(SS-SDMVC),以有效地获得高 SNR 系统矩阵。该方法在圆柱形视场(FOV)中实施,其中与无场线(FFL)平行的条形校准样本沿固定的径向方向移动。还引入了标准图像重建过程来验证 SS-SDMVC 的可行性。通过模拟,我们分析了噪声水平和扫描仪不完美对基于 SS-SDMVC 的重建的影响,并证明了其鲁棒性。在实验中,我们比较了 SS-SDMVC 和基于顺序扫描的传统立方 FOV SMC 的成像性能。结果表明,SS-SDMVC 将测量次数减少了 210.94 倍,并实现了更高的重建质量。因此,SS-SDMVC 有望提高人体尺度或高梯度 FFL MPI 扫描仪的重建质量。

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