Structured and Sparse Canonical Correlation Analysis as a Brain-Wide Multi-Modal Data Fusion Approach - Mohammadi-Nejad, Ali-Reza; Hossein-Zadeh, Gholam-Ali; Soltanian-Zadeh, Hamid (IEEE transactions on medical imaging, 2017)
Keywords: ADNI; Algorithms; Alzheimer's disease; Brain; Brain Mapping; canonical correlation analysis (CCA); Collinearity; Computer simulation; Correlation; Correlation analysis; Covariance matrices; Data integration; Disease control; Functional magnetic resonance imaging; Humans; Image processing; Magnetic Resonance Imaging; magnetic resonance imaging (MRI); Mapping; Medical imaging; Modal data; multi-modal data fusion; Multisensor fusion; multivariate analysis; Neurodegenerative diseases; Neuroimaging; Neurology; NMR; Nuclear magnetic resonance; Patients; Spatial data