U-Sleep: resilient high-frequency sleep staging

An accessible and versatile deep learning-based sleep stage classifier. - Abstract - Europe PMC

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Frontiers A two-branch trade-off neural network for balanced scoring sleep stages on multiple cohorts

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Non-rapid eye movement sleep determines resilience to social stress

Sleep staging based on single-channel EEG and EOG with Tiny U-Net - ScienceDirect

Validation of the sleep EEG headband ZMax

Towards automated sleep-stage classification for adaptive deep brain stimulation targeting sleep in patients with Parkinson's disease