Classification of cognitive ability of healthy older individuals using resting-state functional connectivity magnetic resonance imaging and an extreme learning machine
Shiying Zhang,
Manling Ge,
Hao Cheng
et al.
Abstract:Background
Quantitative determination of the correlation between cognitive ability and functional biomarkers in the older brain is essential. To identify biomarkers associated with cognitive performance in the older, this study combined an index model specific for resting-state functional connectivity (FC) with a supervised machine learning method.
Methods
Performance scores on conventional cognitive test scores and resting-state functional MRI dat… Show more
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