Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares - Le Floch, Édith; Guillemot, Vincent; Frouin, Vincent; Pinel, Philippe; Lalanne, Christophe; Trinchera, Laura; Tenenhaus, Arthur; Moreno, Antonio; Zilbovicius, Monica; Bourgeron, Thomas; Dehaene, Stanislas; Thirion, Bertrand; et al. (NeuroImage (Orlando, Fla.), 2012)
Keywords: Adult; Applications; Ataxia; Brain - physiology; Brain mapping; Brain Mapping - methods; Canonical Correlation Analysis; Cognition - physiology; Data Interpretation, Statistical; DNA damage; Enzymes; Feature selection; Female; Gene expression; Genetics; Genomes; Humans; Kinases; Least-Squares Analysis; Magnetic Resonance Imaging - methods; Male; Methods; Multivariate genetic analysis; Nerve Net - physiology; Partial Least Squares regression; Pattern Recognition, Automated - methods; Polymorphism, Single Nucleotide - genetics; Proteins; Regularisation; Reproducibility of Results; Sensitivity and Specificity; Statistics; Studies; Variables; Young Adult; Feature selection; Regularisation; Partial Least Squares regression; Multivariate genetic analysis; Canonical Correlation Analysis; Partial least squares regression; Canonical correlation analysis