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Three-Dimensional Mean-Shift Edge Bundling for the Visualization of Functional Connectivity in the Brain

机译:三维均值漂移边缘捆绑,可实现大脑功能连接的可视化

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摘要

Functional connectivity, a flourishing new area of research in human neuroscience, carries a substantial challenge for visualization: while the end points of connectivity are known, the precise path between them is not. Although a large body of work already exists on the visualization of anatomical connectivity, the functional counterpart lacks similar development. To optimize the clarity of whole-brain and complex connectivity patterns in three-dimensional brain space, we develop mean-shift edge bundling, which reveals the multitude of connections as derived from correlations in the brain activity of cortical regions.
机译:功能连接是人类神经科学研究领域蓬勃发展的一个新领域,它对可视化提出了重大挑战:虽然连接的终点是已知的,但它们之间的精确路径尚不清楚。尽管在解剖学连通性的可视化方面已经存在大量工作,但功能对应项却缺乏类似的发展。为了优化三维大脑空间中全脑和复杂连接模式的清晰度,我们开发了均值漂移边缘捆绑技术,该方法揭示了从皮质区域的大脑活动相关性得出的多种连接方式。

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