Validation of a sleep staging classification model for healthy adults based on two combinations of a single-channel EEG headband and wrist actigraphy

The aim of this study was to develop a sleep staging classification model capable of accurately performing on different wearable devices. Twenty-three healthy subjects underwent a full-night type I polysomnography and used two devices' combinations: (A) flexible single-channel electroencephalog...

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Veröffentlicht in:Journal of clinical sleep medicine 2024-06, Vol.20 (6), p.983-990
Hauptverfasser: Melo, Mariana Cardoso, da Silva Vallim, Julia Ribeiro, Garbuio, Silvério, Soster, Leticia Azevedo, Sousa, Ksdy Maiara Moura, Bonaldi, Renata Redondo, Pires, Gabriel Natan
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Sprache:eng
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