A Novel Ensemble-Based Machine Learning Algorithm To Predict The Conversion From Mild Cognitive Impairment To Alzheimer's Disease Using Socio-demographic Characteristics, Clinical Information And Neuropsychological Measures
Massimiliano Grassi, Nadine Rouleaux, Daniela Caldirola, David Loewenstein, Koen R.J. Schruers, Giampaolo Perna, Michel Dumontier, Alzheimer’s Disease Neuroimaging Initiative
The paper develops a machine learning algorithm to predict MCI conversion to AD using clinical data, achieving high AUROC and sensitivity.
Frontiers in Neurology · Jul 16, 2019Peer-reviewedNeuroscience