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cs.LG2023
Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography
Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak +2
Polysomnography (PSG) is an indispensable diagnostic tool in sleep medicine, essential for identifying various sleep disorders. By capturing physiological signals, including EEG, E…
cs.LG2020
Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG
Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak +1
A micro-sleep is a short sleep that lasts from 1 to 30 secs. Its detection during driving is crucial to prevent accidents that could claim a lot of people's lives. Electroencephalo…