Three‐way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data - Qi, Shile; Silva, Rogers F.; Zhang, Daoqiang; Plis, Sergey M.; Miller, Robyn; Vergara, Victor M.; Jiang, Rongtao; Zhi, Dongmei; Sui, Jing; Calhoun, Vince D. (Human brain mapping, 2022)
Keywords: 4D fMRI; Adult; Brain; Brain - diagnostic imaging; Brain - physiology; Brain mapping; Brain research; Cerebellum; Cognitive ability; Decomposition; Female; Functional magnetic resonance imaging; Functional Neuroimaging - methods; group ICA; Humans; Image Processing, Computer-Assisted - methods; Independent component analysis; independent component analysis (ICA); Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical imaging; Mental disorders; Methods; Middle Aged; Nerve Net - diagnostic imaging; Nerve Net - physiology; Neural networks; Neuroimaging; Noise levels; Optimization; parallel ICA; Resonance; Schizophrenia; Schizophrenia - diagnostic imaging; Schizophrenia - physiopathology; Simulation; Spatial Analysis; Spatio-Temporal Analysis; Structure-function relationships; Temporal variations; three‐way multimodal fusion; unify; Visual discrimination; parallel ICA; three-way multimodal fusion; group ICA; independent component analysis (ICA); 4D fMRI; unify