Do all sedatives promote biological sleep electroencephalogram patterns? A machine learning framework to identify biological sleep promoting sedatives using electroencephalogram

• Sowmya M. Ramaswamy,

  Roles Data curation, Formal analysis, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands

  https://orcid.org/0000-0001-5179-7601

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• Merel H. Kuizenga,

  Roles Data curation

  Affiliation Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands

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• Maud A. S. Weerink,

  Roles Data curation

  Affiliation Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands

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• Hugo E. M. Vereecke,

  Roles Data curation

  Affiliations Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands, Department of Anesthesiology and Reanimation, AZ St.-Jan Brugge Oostende AV, Brugge, Belgium

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• Sunil B. Nagaraj,

  Roles Data curation, Supervision, Writing – review & editing

  Affiliation School of Physics, Maths and Computing, Computer Science and Software Engineering, The University of Western Australia, Perth, Australia

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• Michel M. R. F. Struys

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Supervision, Writing – review & editing

  * E-mail: m.m.r.f.struys@umcg.nl

  Affiliations Department of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands, Department of Basic and Applied Medical Sciences, Ghent University, Gent, Belgium

  https://orcid.org/0000-0003-0421-536X

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