Multi-Hypergraph Learning-Based Brain Functional Connectivity Analysis in fMRI Data - Xiao, Li; Wang, Junqi; Kassani, Peyman H.; Zhang, Yipu; Bai, Yuntong; Stephen, Julia M.; Wilson, Tony W.; Calhoun, Vince D.; Wang, Yu-Ping (IEEE transactions on medical imaging, 2020)
Keywords: Brain; Brain - diagnostic imaging; Brain mapping; Classification; Cognitive ability; Cohort Studies; Connectivity analysis; Construction methods; Correlation; Data fusion; Feature extraction; functional connectivity; Functional magnetic resonance imaging; functional MRI; Graph theory; Graphs; Humans; hypergraph; Learning; learning ability; Learning systems; Magnetic Resonance Imaging; Methods; Neural networks; Neurodegenerative diseases; Neuroimaging; Similarity; similarity matrix; Sparse matrices; Time series analysis; Topology