Survival Analysis in Cognitively Normal Subjects and in Patients with Mild Cognitive Impairment Using a Proportional Hazards Model with Extreme Gradient Boosting Regression - Khajehpiri, Boshra; Moghaddam, Hamid Abrishami; Forouzanfar, Mohamad; Lashgari, Reza; Ramos-Cejudo, Jaime; Osorio, Ricardo S; Ardekani, Babak A (Journal of Alzheimer's disease, 2022)
Keywords: Aged; Aged, 80 and over; Alzheimer Disease - diagnosis; Alzheimer Disease - epidemiology; Alzheimer Disease - genetics; Cognitive Dysfunction - diagnosis; Cognitive Dysfunction - epidemiology; Cognitive Dysfunction - genetics; Disease Progression; Female; Genetic Testing - methods; Humans; Magnetic Resonance Imaging; Male; Neuropsychological Tests; Prognosis; Proportional Hazards Models; Risk Assessment - methods; Survival Analysis; magnetic resonance imaging; Alzheimer’s disease; Xgboost; survival analysis; proportional hazards model; mild cognitive impairment; hippocampal atrophy; brain; machine learning