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EEG arousals are associated with autonomic activations. Visual EEG arousal scoring is time consuming and suffers from low interobserver agreement. We hypothesized that information on changes in heart rate alone suffice to predict the occurrence of cortical arousal.

An ECG-based Algorithm for the Automatic Identification of Autonomic Activations Associated with Cortical Arousal