Group ICA for identifying biomarkers in schizophrenia: ‘Adaptive’ networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression - Salman, Mustafa S.; Du, Yuhui; Lin, Dongdong; Fu, Zening; Fedorov, Alex; Damaraju, Eswar; Sui, Jing; Chen, Jiayu; Mayer, Andrew R.; Posse, Stefan; Mathalon, Daniel H.; Ford, Judith M.; et al. (NeuroImage clinical, 2019)
Keywords: Adult; Brain - diagnostic imaging; Classification; Databases, Factual - classification; Female; fMRI; Functional network; GIG-ICA; Humans; ICA; Magnetic Resonance Imaging - methods; Male; Nerve Net - diagnostic imaging; Principal Component Analysis - classification; Radiology; Regular; Schizophrenia; Schizophrenia - classification; Schizophrenia - diagnostic imaging; Spatio-temporal regression; fMRI; Spatio-temporal regression; GIG-ICA; ICA; Classification; Schizophrenia; Functional network