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23 (95% confidence interval (-0.29, -0.18))). Particularly high accuracies were achieved using a compound of automatically extracted EEG biomarkers to classify PD patients according to cognition, rather than a single spectral EEG feature. Automated EEG assessment may have utility for cognitive profiling of PD patients during the DBS screening. Automated EEG assessment may have utility for cognitive profiling of PD patients during the DBS screening. Cortico-cortical evoked potential (CCEP) by single-pulse electrical stimulation (SPES) i