Expert-level automated sleep staging of long-term scalp EEG recordings using deep learning.
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DOI: 10.1093/sleep/zsaa112
Abstract: STUDY OBJECTIVES Develop a high-performing, automated sleep scoring algorithm that can be applied to long-term scalp electroencephalography (EEG) recordings. METHODS Using a clinical dataset of polysomnograms from 6,431 patients (MGH-PSG dataset), we trained a deep… read more here.
Keywords: term scalp; long term; scalp eeg; eeg recordings ... See more keywords