Commentary on Comparison of Machine Learning-based Approaches to Predict the Conversion to Alzheimer's Disease from Mild Cognitive Impairment.

• Machine Learning (ML)-based approaches are able to predict the Alzheimer's disease (AD). • MCI represents a target population to test and validate early diagnostic methods. • ML algorithms predict MCI conversion to AD with different prognostic results. [ABSTRACT FROM AUTHOR]