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使用事件同步自适应数字滤波器的新型心脏磁共振成像门控方法。

New cardiac MRI gating method using event-synchronous adaptive digital filter.

作者信息

Park Hodong, Park Youngcheol, Cho Sungpil, Jang Bongryoel, Lee Kyoungjoung

机构信息

Department of Biomedical Engineering, College of Health Science, Yonsei University, 234 Maeji-Ri, Heungup-Myon, Wonju City, Kangwon Do, Korea.

出版信息

Ann Biomed Eng. 2009 Nov;37(11):2170-87. doi: 10.1007/s10439-009-9764-4. Epub 2009 Jul 31.

Abstract

When imaging the heart using MRI, an artefact-free electrocardiograph (ECG) signal is not only important for monitoring the patient's heart activity but also essential for cardiac gating to reduce noise in MR images induced by moving organs. The fundamental problem in conventional ECG is the distortion induced by electromagnetic interference. Here, we propose an adaptive algorithm for the suppression of MR gradient artefacts (MRGAs) in ECG leads of a cardiac MRI gating system. We have modeled MRGAs by assuming a source of strong pulses used for dephasing the MR signal. The modeled MRGAs are rectangular pulse-like signals. We used an event-synchronous adaptive digital filter whose reference signal is synchronous to the gradient peaks of MRI. The event detection processor for the event-synchronous adaptive digital filter was implemented using the phase space method-a sort of topology mapping method-and least-squares acceleration filter. For evaluating the efficiency of the proposed method, the filter was tested using simulation and actual data. The proposed method requires a simple experimental setup that does not require extra hardware connections to obtain the reference signals of adaptive digital filter. The proposed algorithm was more effective than the multichannel approach.

摘要

在使用磁共振成像(MRI)对心脏进行成像时,无伪影的心电图(ECG)信号不仅对监测患者的心脏活动很重要,而且对于心脏门控以减少由移动器官引起的MR图像噪声也至关重要。传统心电图的根本问题是电磁干扰引起的失真。在此,我们提出一种自适应算法,用于抑制心脏MRI门控系统的ECG导联中的磁共振梯度伪影(MRGA)。我们通过假设用于使MR信号去相位的强脉冲源对MRGA进行了建模。建模的MRGA是矩形脉冲状信号。我们使用了一个事件同步自适应数字滤波器,其参考信号与MRI的梯度峰值同步。事件同步自适应数字滤波器的事件检测处理器是使用相空间方法(一种拓扑映射方法)和最小二乘加速滤波器实现的。为了评估所提出方法的效率,使用模拟和实际数据对该滤波器进行了测试。所提出的方法需要一个简单的实验设置,不需要额外的硬件连接来获取自适应数字滤波器的参考信号。所提出的算法比多通道方法更有效。

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