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

•Psychological and AD-related biomarkers reach the highest accuracy in AD prediction.•Clinical and biological data are helpful in machine learning algorithms’ performances.•Multiple machine learning algorithms make more accurate and solid AD predictions.