Jansons Kalvis M, Alexander Daniel C
Department of Mathematics. University College London, Gower Street, London, WC1E 6BT, UK.
Inf Process Med Imaging. 2003 Jul;18:672-83. doi: 10.1007/978-3-540-45087-0_56.
We determine a statistic called the radially Persistent Angular Structure (PAS) from samples of the Fourier transform of a three-dimensional function. The method has applications in diffusion magnetic resonance imaging (MRI), which samples the Fourier transform of the probability density function of particle displacements. The persistent angular structure is then a representation of the relative mobility of particles in each direction. In combination, PAS-MRI computes the persistent angular structure at each voxel of an image. This technique has biomedical applications, where it reveals the orientations of microstructural fibres, such as white-matter fibres in the brain. We test PAS-MRI on synthetic and human brain data. The data come from a standard acquisition scheme for diffusion-tensor MRI in which the samples in each voxel lie on a sphere in Fourier space.
我们从一个三维函数的傅里叶变换样本中确定一个名为径向持久角结构(PAS)的统计量。该方法在扩散磁共振成像(MRI)中有应用,扩散磁共振成像对粒子位移概率密度函数的傅里叶变换进行采样。持久角结构则表示粒子在每个方向上的相对迁移率。结合起来,PAS-MRI计算图像每个体素处的持久角结构。这项技术具有生物医学应用,它能揭示微观结构纤维的方向,比如大脑中的白质纤维。我们在合成数据和人脑数据上测试了PAS-MRI。数据来自扩散张量MRI的标准采集方案,其中每个体素中的样本位于傅里叶空间的一个球面上。