Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination.
Journal:
Journal of neuroscience methods
PMID:
29378218
Abstract
BACKGROUND: The International Challenge for Automated Prediction of MCI from MRI data offered independent, standardized comparison of machine learning algorithms for multi-class classification of normal control (NC), mild cognitive impairment (MCI), converting MCI (cMCI), and Alzheimer's disease (AD) using brain imaging and general cognition.