A Clinically-Translatable Machine Learning Algorithm for the Prediction of Alzheimer's Disease Conversion in Individuals with Mild and Premild Cognitive Impairment - Grassi, Massimiliano; Perna, Giampaolo; Caldirola, Daniela; Schruers, Koen; Duara, Ranjan; Loewenstein, David A (Journal of Alzheimer's disease, 2018)
Keywords: Aged; Aged, 80 and over; Algorithms; Alzheimer Disease - diagnosis; Area Under Curve; Atrophy - pathology; Brain - pathology; Cognitive Dysfunction - diagnosis; Disease Progression; Female; Humans; Logistic Models; Machine Learning; Magnetic Resonance Imaging; Male; Neuropsychological Tests; Predictive Value of Tests; Prognosis; Regression Analysis; Sensitivity and Specificity; Support Vector Machine; mild cognitive impairment; Alzheimer’s disease; machine learning; clinical prediction rule; personalized medicine