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Correlation-Based Image Reconstruction Methods for Magnetic Particle Imaging

机译:基于相关性的磁粒子成像图像重建方法

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Magnetic particle imaging (MPI), in which the nonlinear interaction between internally administered magnetic nanoparticles (MNPs) and electromagnetic waves irradiated from outside of the body is utilized, has attracted attention for its potential to achieve early diagnosis of diseases such as cancer. In MPI, the local magnetic field distribution is scanned, and the magnetization signal from MNPs within a selected region is detected. However, the signal sensitivity and image resolution are degraded by interference from magnetization signals generated by MNPs outside of the selected region, mainly because of imperfections (limited gradients) in the local magnetic field distribution. Here, we propose new methods based on correlation information between the observed signal and the system function—defined as the interaction between the magnetic field distribution and the magnetizing properties of MNPs. We performed numerical analyses and found that, although the images were somewhat blurred, image artifacts could be significantly reduced and accurate images could be reconstructed without the inverse-matrix operation used in conventional image reconstruction methods.
机译:磁性粒子成像(MPI)利用了内部给药的磁性纳米粒子(MNP)与从人体外部辐射的电磁波之间的非线性相互作用,因其具有实现癌症等疾病早期诊断的潜力而备受关注。在MPI中,将扫描局部磁场分布,并检测来自选定区域内MNP的磁化信号。但是,信号灵敏度和图像分辨率会因所选区域外部MNP产生的磁化信号的干扰而降低,这主要是由于局部磁场分布的缺陷(有限的梯度)所致。在这里,我们基于观测信号与系统功能之间的相关信息提出了新的方法-定义为磁场分布与MNP的磁化性质之间的相互作用。我们进行了数值分析,发现尽管图像有些模糊,但可以显着减少图像伪影,并且可以在不使用常规图像重建方法中使用逆矩阵运算的情况下重建准确的图像。

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