Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson's Disease - Kim, Mansu; Won, Ji Hye; Youn, Jinyoung; Park, Hyunjin (IEEE transactions on medical imaging, 2020)
Keywords: Algorithms; Biomarkers; Brain; brain connectivity; Computer simulation; Connectivity; Correlation; Correlation analysis; Datasets; Diseases; Genetics; Imaging genetics; Magnetic resonance imaging; magnetic resonance imaging (MRI); Medical imaging; Movement disorders; Neural networks; Neurodegenerative diseases; Neuroimaging; Neurological diseases; Nucleotides; Parkinson's disease; Parkinson’s disease (PD); Performance evaluation; prior information; single nucleotide polymorphism (SNP); Single-nucleotide polymorphism; sparse canonical correlation analysis (SCCA); Sparse matrices