Department of Psychiatry, University of Münster, Münster, Germany.
Neuroinformatics. 2010 Mar;8(1):21-31. doi: 10.1007/s12021-009-9060-3.
The visualization and exploration of neuroimaging data is important for the analysis of anatomical and functional magnetic resonance (MR) images and thresholded statistical parametric maps. While two-dimensional orthogonal views of neuroimaging data are used to display statistical analyses, real three-dimensional (3d) depictions are helpful for showing the spatial distribution of a functional network, as well as its temporal evolution. However, viewers that are freely available on the internet offer only limited rendering capabilities and depictions of temporal changes of the blood oxygen level-dependent (BOLD) response. In this article, we present BrainBlend, a toolbox for the software package Statistical Parametric Mapping (SPM), that generates voxeldata files to be used with the open-source 3d-software "Blender". Our interface between SPM and Blender permits the use of any Analyze- and Nifti-file for the creation of images and animations of transparent volumetric objects. Different kinds of anatomical, functional and statistical data can be rendered as volumetric objects in order to convey an immediate understanding of the three-dimensional shape. Representations of functional networks can be animated using a time course extracted from the general linear model or the independent component analysis. Relative BOLD activations of functional MR-images can be calculated for a time-resolved depiction of hemodynamic changes. The resulting animation can be displayed along with its corresponding paradigm matrix and the presented stimuli. BrainBlend is particularly suitable for the visual exploration of interactions between functional networks, for time-resolved animations of BOLD changes and meets high demands on visual quality in images and animations.
神经影像学数据的可视化和探索对于分析解剖和功能磁共振(MR)图像以及阈值统计参数图非常重要。虽然二维正交视图用于显示统计分析,但真实的三维(3d)描述有助于显示功能网络的空间分布及其时间演变。然而,互联网上免费提供的查看器仅提供有限的渲染功能和血氧水平依赖(BOLD)响应时间变化的描述。在本文中,我们介绍了 BrainBlend,这是一个用于软件包 Statistical Parametric Mapping(SPM)的工具包,它生成用于开源 3d 软件“Blender”的体素数据文件。我们在 SPM 和 Blender 之间的接口允许使用任何 Analyze 和 Nifti 文件来创建透明体对象的图像和动画。不同类型的解剖学、功能和统计数据可以被渲染为体素对象,以便直观地理解三维形状。可以使用从一般线性模型或独立成分分析中提取的时程来对功能网络进行动画制作。可以计算功能磁共振图像的相对 BOLD 激活值,以用于对血流动力学变化进行时间分辨描绘。生成的动画可以与相应的范式矩阵和呈现的刺激一起显示。BrainBlend 特别适合于功能网络之间相互作用的可视化探索,适合 BOLD 变化的时间分辨动画制作,并满足对图像和动画的高质量视觉效果的高要求。