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Implementation of propeller, spiral, and variable density spiral methods for dynamic contrast enhanced magnetic resonance imaging.

机译:用于动态对比增强磁共振成像的螺旋桨,螺旋和可变密度螺旋方法的实现。

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Previous studies showed that dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) is a valuable tool for the prognosis and diagnosis of cancer, however it requires a tradeoff between temporal and spatial resolution. The ultimate goal of this dissertation is to compare the temporal performance of three methods (spiral, propeller and variable density spiral), given a certain spatial resolution requirement, for the DCE-MRI. These methods show distinction from the conventional MRI methods in their k-space coverage. Propeller and Variable Density Spiral methods use an approach of oversampling the center of k-space, updating the central 13–20% of the radial k-space more frequently than the peripheries. The reason for this is that most of the image data resides in the central part of k-space. Spiral method, on the other hand approaches the problem by updating the overall k-space as fast as possible, faster than the conventional methods.; Comparison is performed mainly by computer simulations, where ground truth is known. In addition to computer simulations, these three methods are compared in-vivo, by tracking the DCE-MRI signal amplitude variation with time for each method on a healthy volunteer's liver.; One limitation of the spiral and variable density spiral imaging methods is the effect of off-resonance frequencies on image quality. For these spiral based methods, long readout times are desired to have short overall imaging times and high temporal resolution. However, for long readout times, off resonance frequencies blur the images and reduce the spatial resolution. In this dissertation a new method is proposed which is less complicated than most other methods, and reaches an acceptable level of accuracy with less amount of CPU time compared to previously effective methods.
机译:先前的研究表明,动态对比增强磁共振成像(DCE-MRI)是癌症预后和诊断的有价值的工具,但是需要在时间和空间分辨率之间进行权衡。本文的最终目的是在给定一定的空间分辨率要求的情况下,比较三种方法(螺旋,螺旋桨和可变密度螺旋)的时间性能。这些方法在其k空间覆盖范围上显示出与常规MRI方法的区别。螺旋桨和可变密度螺旋方法使用了对k空间中心进行过采样的方法,与周围相比,更频繁地更新径向k空间的中心13–20%。其原因是大多数图像数据位于k空间的中心部分。另一方面,与传统方法相比,螺旋方法通过尽可能快地更新整个k空间来解决该问题。比较主要通过已知地面真理的计算机模拟进行。除了计算机模拟外,还通过跟踪健康志愿者肝脏中每种方法的DCE-MRI信号幅度随时间变化,对这三种方法进行了体内比较。螺旋和可变密度螺旋成像方法的局限性之一是非共振频率对图像质量的影响。对于这些基于螺旋的方法,需要较长的读出时间以具有较短的总体成像时间和较高的时间分辨率。但是,对于较长的读取时间,共振频率会使图像模糊并降低空间分辨率。在本文中,提出了一种新方法,该方法比大多数其他方法更简单,并且与以前有效的方法相比,在较少的CPU时间下达到了可接受的精度水平。

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