EEG-based Machine Learning Models for the Prediction of Phenoconversion Time and Subtype in iRBD.

Machine learning models using baseline EEG features can be used to predict phenoconversion time and its subtype in patients with iRBD. Further research including large sample data from many countries is needed to make a more robust model.