Constructing Dynamic Brain Functional Networks via Hyper-Graph Manifold Regularization for Mild Cognitive Impairment Classification - Ji, Yixin; Zhang, Yutao; Shi, Haifeng; Jiao, Zhuqing; Wang, Shui-Hua; Wang, Chuang (Frontiers in neuroscience, 2021)
Keywords: Alzheimer's disease; Brain diseases; Brain research; Classification; Cognitive ability; Diagnosis; dynamic brain functional network; Feature selection; Generalized linear models; hyper-graph; Magnetic resonance imaging; manifold regularization; Methods; mild cognitive impairment; Neurodegenerative diseases; Neuroscience; Sparsity; Time series; manifold regularization; dynamic brain functional network; hyper-graph; mild cognitive impairment; Alzheimer’s disease