Multiview Diffusion Map Improves Prediction of Fluid Intelligence with Two Paradigms of fMRI Analysis.

IEEE Transactions on Biomedical Engineering(2021)

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摘要
Objective: To understand the association between brain networks and behaviors of an individual, most studies build predictive models based on functional connectivity (FC) from a single dataset with linear analysis techniques. Such approaches may fail to capture the nonlinear structure of brain networks and neglect the complementary information contained in FC networks (FCNs) from ...
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关键词
Functional magnetic resonance imaging,Predictive models,Correlation,Task analysis,Kernel,Data models,Brain modeling
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