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Adversarial learning for semi-supervised pediatric sleep staging with single-EEG channel

Yamei Li, Caijing Peng, Yinkai Zhang, Yinkai Zhang, Yuan Zhang, Yuan Zhang, Benny Lo

2022Methods35 citationsDOI

Topics & Concepts

Discriminative modelArtificial intelligenceComputer scienceDiscriminatorConvolutional neural networkMachine learningSleep StagesPattern recognition (psychology)Deep learningPolysomnographyElectroencephalographyMedicineDetectorPsychiatryTelecommunicationsEEG and Brain-Computer InterfacesSleep and Wakefulness ResearchBlind Source Separation Techniques
Adversarial learning for semi-supervised pediatric sleep staging with single-EEG channel | Litcius