A High Performing EEG Approach for the Automated Scoring of the Sleep Stages of Neonates

An important step in the improvement of neurological care in infants is the appraisal of their brain dynamics since the understanding of their normal/abnormal neurological functionality is limited. For that reason, it is extremely important to use scalp EEG for the daily monitoring of brain activity as an assistive technology designed to improve neurological care in neonatal units (Bonifacio et al., 2011; Glass et al., 2011).

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