Influence of Channel Selection and Subject’s Age on the Performance of the Single Channel EEG-Based Automatic Sleep Staging Algorithms - Nazih, Waleed; Shahin, Mostafa; Eldesouki, Mohamed I.; Ahmed, Beena (Sensors (Basel, Switzerland), 2023)
Keywords: Accuracy; Adult; Age; Algorithms; Child; Classification; Datasets; Deep learning; EEG; electroencephalogram; Electroencephalography; Electroencephalography - methods; Eye movements; Humans; Infant, Newborn; Machine learning; Neural networks; pediatric; Pediatrics; Reproducibility of Results; Sleep; Sleep disorders; sleep stage scoring; Sleep Stages; Support vector machines; deep learning; sleep stage scoring; EEG; electroencephalogram; pediatric