Sleep stages classification using wavelettransform & neural network
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243 citations
Cites methods from "Sleep stages classification using w..."
...org/physiobank/database/sleep-edfx/) and has been widely used in the literature [2,7,11,12,16,18,24,33,36,38,48,49,57,87,91,105,106,108,109,114]....
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155 citations
Cites methods from "Sleep stages classification using w..."
...Since EEG has been established as an accurate method to monitor sleep stages [21, 25], commercial sleep sensors like the Zeo [7] assess sleep quality by measuring electrical activity in the brain....
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Cites background from "Sleep stages classification using w..."
...First, the PSG device extracts electroencephalography (EEG) information from EEG sensors attached to a patient’s head [5,6]....
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References
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"Sleep stages classification using w..." refers methods in this paper
...Every 15-30 min epochs are classified in different sleep stages, according to the structure of the signal and rules defined by Rechtschaffen and Kales [7] [8]....
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