Article

Sleep Staging Foundation Models Encode Neural Disorder-Related EEG Representations that Generalize to Wakefulness

2025-11-17

Abstract excerpt

<h4>Objective</h4> To leverage sleep foundation models trained on large datasets of polysomnography for neurological disorder detection during an awake state. <h4>Methods</h4> Three public resting-state electroencephalography (EEG) datasets from cognitively normal participants and patients with Alzheimer’s disease (AD), frontotemporal dementia (FTD), schizophrenia (SZ), and depression (MDD) were used. Embed-ding...

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Literature Corpus work: 3f95124f-e090-56f4-83f0-c80299c846d5
DOI: 10.1101/2025.11.15.25340316

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