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磁共振成像中非干扰性噪声导航前瞻性呼吸检测。

Prospective Respiration Detection in Magnetic Resonance Imaging by a Non-Interfering Noise Navigator.

出版信息

IEEE Trans Med Imaging. 2018 Aug;37(8):1751-1760. doi: 10.1109/TMI.2018.2808699. Epub 2018 Feb 22.

Abstract

Passive monitoring of the thermal noise variances of the channels of a receive array was shown to reveal respiratory motion of the underlying anatomy, a so called "noise navigator". There is, however, an inevitable trade off between the accuracy and temporal resolution of the noise navigator due to its passive nature. A temporal filter has to be added to the noise navigator to accurately reveal respiration and retain temporal resolution. For real-time applications of the noise navigator, e.g., prospective motion correction or motion tracking, the added filter must be prospective. Thus a prospective Kalman filter was designed to predict respiration from the noise navigator without a temporal delay. The performance of the noise navigator enhanced by this prospective Kalman filter was explored and the robustness of the proposed method was assessed on healthy volunteers. The respiratory signal could be measured by the noise navigator independent of magnetic resonance acquisition. The calculated respiratory signal was qualitatively compared with the respiratory bellows. In addition, a strong linear relationship was found between the prospective noise navigator and a quantitative 2-D image navigator for measurements, including free and tasked breathing.

摘要

被动监测接收阵通道的热噪声方差被证明可以揭示潜在解剖结构的呼吸运动,这被称为“噪声导航仪”。然而,由于其被动性质,噪声导航仪在准确性和时间分辨率之间存在不可避免的权衡。为了准确揭示呼吸并保持时间分辨率,必须在噪声导航仪中添加时间滤波器。对于噪声导航仪的实时应用,例如前瞻性运动校正或运动跟踪,添加的滤波器必须是前瞻性的。因此,设计了一种前瞻性卡尔曼滤波器,以便从噪声导航仪中进行预测,而不会产生时间延迟。研究了这种前瞻性卡尔曼滤波器增强的噪声导航仪的性能,并在健康志愿者身上评估了所提出方法的稳健性。可以通过噪声导航仪独立于磁共振采集来测量呼吸信号。计算出的呼吸信号与呼吸波纹管进行了定性比较。此外,还发现前瞻性噪声导航仪与用于测量的定量 2-D 图像导航仪之间存在很强的线性关系,包括自由呼吸和任务呼吸。

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