Guiding functional connectivity estimation by structural connectivity in MEG: an application to discrimination of conditions of mild cognitive impairment - Pineda-Pardo, José Angel; Bruña, Ricardo; Woolrich, Mark; Marcos, Alberto; Nobre, Anna C.; Maestú, Fernando; Vidaurre, Diego (NeuroImage (Orlando, Fla.), 2014)
Keywords: Aged; Artificial Intelligence; Biomarkers; Brain; Brain - anatomy & histology; Brain - physiology; Brain - physiopathology; Classification; Cognitive ability; Cognitive Dysfunction - diagnosis; Connectome - methods; Diffusion Magnetic Resonance Imaging; Diffusion tensor imaging; Discrimination; Female; Graphical Lasso; Humans; Machine learning; Magnetoencephalography; Magnetoencephalography - methods; Male; Mild cognitive impairment; Multimodal Imaging; Multimodal neuroimaging; Multivariate sparse regression; NMR; Nuclear magnetic resonance; Regularization methods; Resting state; Signal Processing, Computer-Assisted; Sparsity; Resting state; Magnetoencephalography; Mild cognitive impairment; Multimodal neuroimaging; Machine learning; Graphical Lasso; Multivariate sparse regression; Diffusion tensor imaging