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Adaptive suppression of power line interference in ultra-low field magnetic resonance imaging in an unshielded environment

机译:非屏蔽环境中超低场磁共振成像中电力线干扰的自适应抑制

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摘要

Power-line harmonic interference and fixed-frequency noise peaks may cause stripe-artifacts in ultra-low field (ULF) magnetic resonance imaging (MRI) in an unshielded environment and in a conductively shielded room. In this paper we describe an adaptive suppression method to eliminate these artifacts in MRI images. This technique utilizes spatial correlation of the interference from different positions, and is realized by subtracting the outputs of the reference channel(s) from those of the signal channel (s) using wavelet analysis and the least squares method. The adaptive suppression method is first implemented to remove the image artifacts in simulation. We then experimentally demonstrate the feasibility of this technique by adding three orthogonal superconducting quantum interference device (SQUID) magnetometers as reference channels to compensate the output of one 2nd-order gradiometer. The experimental results show great improvement in the imaging quality in both 1D and 2D MRI images at two common imaging frequencies, 1.3 kHz and 4.8 kHz. At both frequencies, the effective compensation bandwidth is as high as 2 kHz. Furthermore, we examine the longitudinal relaxation times of the same sample before and after compensation, and show that the MRI properties of the sample did not change after applying adaptive suppression. This technique can effectively increase the imaging bandwidth and be applied to ULF MRI detected by either SQUIDs or Faraday coil in both an unshielded environment and a conductively shielded room.
机译:电力线谐波干扰和固定频率噪声峰值可能会在非屏蔽环境和导电屏蔽室内的超低场(ULF)磁共振成像(MRI)中引起条纹伪影。在本文中,我们描述了一种自适应抑制方法,以消除MRI图像中的这些伪影。该技术利用了来自不同位置的干扰的空间相关性,并通过使用小波分析和最小二乘法从信号通道的输出中减去参考通道的输出来实现。首先实现自适应抑制方法以在仿真中消除图像伪影。然后,我们通过添加三个正交超导量子干扰设备(SQUID)磁力计作为参考通道来补偿一个二阶梯度仪的输出,通过实验证明了该技术的可行性。实验结果表明,在1.3 kHz和4.8 kHz两种常见成像频率下,一维和二维MRI图像的成像质量有了很大的提高。在两个频率上,有效补偿带宽高达2 kHz。此外,我们检查了补偿前后的相同样品的纵向弛豫时间,并表明在应用自适应抑制后,样品的MRI特性没有改变。该技术可以有效地增加成像带宽,并且可以应用于在非屏蔽环境和导电屏蔽室中由SQUID或法拉第线圈检测到的ULF MRI。

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