Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects - Moradi, Elaheh; Pepe, Antonietta; Gaser, Christian; Huttunen, Heikki; Tohka, Jussi (NeuroImage (Orlando, Fla.), 2015)
Keywords: ADNI; Age; Aged; Aged, 80 and over; Aggregates; Alzheimer Disease - pathology; Alzheimer's disease; Biomarkers; Brain - pathology; Classification; Cognitive Dysfunction - pathology; Conversion; Databases, Factual; Diagnosis; Early diagnosis; Feature selection; Female; Humans; Image Interpretation, Computer-Assisted - methods; Learning; Low density separation; Machine Learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical imaging; Middle Aged; Mild cognitive impairment; NMR; Nuclear magnetic resonance; Patients; Risk Factors; Semi-supervised learning; Studies; Support vector machine; ADNI; Feature selection; Early diagnosis; Magnetic resonance imaging; Mild cognitive impairment; Semi-supervised learning; Classification; Low density separation; Support vector machine; Alzheimer's disease