Automatic identification of atherosclerosis subjects in a heterogeneous MR brain imaging data set - Bento, Mariana; Souza, Roberto; Salluzzi, Marina; Rittner, Letícia; Zhang, Yunyan; Frayne, Richard (Magnetic resonance imaging, 2019)
Keywords: Adult; Aged; Aged, 80 and over; Atherosclerosis - diagnostic imaging; Atherosclerosis - pathology; Brain - diagnostic imaging; Brain - pathology; Brain image processing; Carotid Arteries - diagnostic imaging; Carotid artery atherosclerotic disease; Cohort Studies; Feature extraction; Female; Humans; Machine learning; Magnetic Resonance Imaging; Male; Middle Aged; Multi-center data set; Multiple Sclerosis - diagnostic imaging; Neuroimaging; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Support Vector Machine; White Matter - diagnostic imaging; Multi-center data set; Feature extraction; Brain image processing; Machine learning; Carotid artery atherosclerotic disease