扩散加权图像角度重采样插值方法比较

F. Renard, V. Noblet, A. Grigis, C. Heinrich, S. Kremer
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引用次数: 1

摘要

扩散磁共振成像(DMRI)是一种新兴的技术,可以通过测量组织中水分子的扩散来可视化脑白质的神经元结构。DMRI采集由扩散加权图像(dwi)的集合组成,这些图像表征了几个非线性方向上的扩散特性。在登记或比较dwi时,可能会对这些数据进行重新采样以获得其他方向的扩散测量。在本文中,我们提出了几种球面插值方案的比较。在合成数据和实际数据上进行了数值实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of interpolation methods for angular resampling of diffusion weighted images
Diffusion Magnetic Resonance Imaging (DMRI) is an emerging technique permitting to visualize the neuronal architecture of brain white matter by measuring the diffusion of water molecules in tissues. A DMRI acquisition is composed of a collection of diffusion weighted images (DWIs) that characterize the diffusion property in several noncolinear directions. Resampling such acquisitions to obtain measures of diffusion in other directions is a problem that may arise when registering or comparing DWIs. In this paper, we present a comparison of several spherical interpolation schemes for DWIs. Numerical experiments are achieved on both synthetic and real data.
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