Gaussian process classification of Alzheimer's disease and mild cognitive impairment from resting-state fMRI - Challis, Edward; Hurley, Peter; Serra, Laura; Bozzali, Marco; Oliver, Seb; Cercignani, Mara (NeuroImage (Orlando, Fla.), 2015)
Keywords: Aged; Aging; Algorithms; Alzheimer Disease - pathology; Alzheimer Disease - psychology; Attention deficit hyperactivity disorder; Cognitive Dysfunction - pathology; Cognitive Dysfunction - psychology; Dementia; Educational Status; Female; Functional connectivity; Humans; Image Processing, Computer-Assisted; Logistic Models; Machine Learning; Magnetic Resonance Imaging - methods; Male; Multivariate Analysis; Neural Pathways; Neuropsychological Tests; Normal Distribution; Personal computers; Probability; Rest - physiology; Sex Characteristics; Studies; SS; Functional connectivity; AC; AD; DMN; ICA; GP-LR; a-MCI; LOOCV; SVM; AUC; PCA; SC; ARD; NC; MMSE; Machine learning; Dementia