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MRI motion artifact mitigation methodologusing Spin Echo pulse sequences on a 4.7 T scanner

机译:MRI运动伪影缓解方法在4.7 T扫描仪上使用旋转回波脉冲序列

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The movement caused by respiration is one of the most common sources of artifacts in Magnetic Resonance imaging (MRI). In this work, a methodology to mitigate artifacts related to respiratory movement is proposed using sequences of SE (Spin Echo) pulses in a 4.7 Tesla scanner for small animals without a commercial electronic module for detection of respiratory signals. In this methodology, the RF (Radio Frequency) pulses produced by the scanner in each sequence are detected synchronously with the respiration signal using the respiratory gating technique. To validate the methodology, images of a mechanism built to simulate the respiratory movement are collected and compared to the still images using objective metrics: PSNR (Peak Signal-to-noise-ratio), RMSE (Root Mean Square) and SSIM (Structural Similarity Index Measure). The results showed that the mitigation methodology of the simulated respiratory motion artifacts was efficient and can be used, in future experiments, to mitigate respiratory movement artifacts from abdominal organs of small animals, such as rats and mice.
机译:由呼吸引起的运动是磁共振成像(MRI)中最常见的伪影源之一。在这项工作中,使用4.7特斯拉扫描仪中的SE(自旋回波)脉冲的序列来利用4.7特斯拉扫描仪中的小型动物而没有商业电子模块的用于检测呼吸信号的序列来提出一种减轻与呼吸运动相关的辅助运动的伪影。在该方法中,使用呼吸门控技术与呼吸信号同步地检测由每个序列中的扫描仪产生的RF(射频)脉冲。为了验证方法,建立了用于模拟呼吸运动的机制的图像,并与使用目标度量的静止图像进行比较:PSNR(峰值信噪比),RMSE(均方根)和SSIM(结构相似度)指数措施)。结果表明,模拟呼吸运动伪影的减缓方法是有效的,可在未来的实验中使用,以减轻小动物的腹部患者的呼吸运动伪像,例如大鼠和小鼠。

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