Interrater sleep stage scoring reliability between manual scoring from two European sleep centers and automatic scoring performed by the artificial intelligence-based Stanford-STAGES algorithm.

Journal: Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine
Published Date: Jun 1, 2021

Abstract

STUDY OBJECTIVES: The objective of this study was to evaluate interrater reliability between manual sleep stage scoring performed in 2 European sleep centers and automatic sleep stage scoring performed by the previously validated artificial intelligence-based Stanford-STAGES algorithm.

Authors

  • Matteo Cesari
    Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy.
  • Ambra Stefani
    Department of Neurology, Innsbruck Medical University, Innsbruck, 6020, Austria.
  • Thomas Penzel
  • Abubaker Ibrahim
    Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
  • Heinz Hackner
    Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
  • Anna Heidbreder
    Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
  • András Szentkirályi
    Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany.
  • Beate Stubbe
    Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany.
  • Henry Völzke
    Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany.
  • Klaus Berger
    Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany.
  • Birgit Högl
    Neurology Department, Sleep Disorders Clinic, Medical University of Innsbruck, Innsbruck, Austria.

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