Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network (CNN)

• Lachlan D. Barnes ,

  Contributed equally to this work with: Lachlan D. Barnes, Kevin Lee

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Mechanical and Mechatronics Engineering, University of Auckland, Auckland, New Zealand

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• Kevin Lee ,

  Contributed equally to this work with: Lachlan D. Barnes, Kevin Lee

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Mechanical and Mechatronics Engineering, University of Auckland, Auckland, New Zealand

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• Andreas W. Kempa-Liehr,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Engineering Science, University of Auckland, Auckland, New Zealand

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• Luke E. Hallum

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: l.hallum@auckland.ac.nz

  Affiliation Department of Mechanical and Mechatronics Engineering, University of Auckland, Auckland, New Zealand

  https://orcid.org/0000-0002-8184-1703

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