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Showing 1–2 of 2 results
Advanced filters: Author: Magnus Ruud Kjaer Clear advanced filters

  • Sleep apnea is clinically diagnosed by labor-intensive manual scoring of breathing events from sleep studies. Here, the authors show that a deep learning model can automatically detect apneas at human expert level across cohorts and inform the cause of sleep apnea.

    • Magnus Ruud Kjaer
    • Umaer Hanif
    • Emmanuel Mignot
    ResearchOpen Access
    Nature Communications
    P: 1-13

  • A deep learning-based model, developed using the rich, multimodal data available from polysomnography-derived sleep recordings, performs well on common sleep analysis tasks and predicts future disease risk across a range of diseases.

    • Rahul Thapa
    • Magnus Ruud Kjaer
    • James Zou
    ResearchOpen Access
    Nature Medicine
    P: 1-11