论文标题
fMRI自闭症脑成像数据的功能网络的不确定性
Uncertainty in fMRI Functional Networks of Autism Brain Imaging Data
论文作者
论文摘要
在本文中，我们回顾了fMRI数据转换为网络的预处理管道。我们讨论三个参数，主要影响我们对大脑区域之间功能相关性存在的理解。最后，我们得出的结论是，大脑区域对之间的功能相关性可以用概率边缘建模，而不是失去网络生成过程中固有的不确定性。
In this paper we review the preprocessing pipeline through which fMRI data is transformed into a network. We discuss three parameters that mostly affect our understanding of the existence of functional correlations between the brain regions. In the end, we conclude that the existence of functional correlations between pairs of the brain's regions can be modeled with probabilistic edges, not to lose the uncertainty that is inherent in the network generation process.
