Browsing Institutt for informatikk by Author "Aakerøy, Lars"

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  • Comparing manual and automatic scoring of sleep monitoring data from portable polygraphy 
    Kristiansen, Stein; Traaen, Gunn Marit; Øverland, Britt; Plagemann, Thomas Peter; Gullestad, Lars; Akre, Harriet; Nikolaidis, Konstantinos; Aakerøy, Lars; Hunt, Tove Elizabeth Frances; Loennechen, Jan Pål; Steinshamn, Sigurd Loe; Bendz, Christina; Anfinsen, Ole-Gunnar; Goebel, Vera Hermine (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
    We used sleep monitoring data from a study that investigated the prevalence, characteristics, risk factors and type of sleep apnea (SA) in 579 patients with paroxysmal atrial fibrillation. Most patients were screened for ...
  • My Health Sensor, my Classifier – Adapting a Trained Classifier to Unlabeled End-User Data 
    Nikolaidis, Konstantinos; Kristiansen, Stein; Plagemann, Thomas Peter; Goebel, Vera Hermine; Liestøl, Knut; Kankanhalli, Mohan; Traaen, Gunn Marit; Øverland, Britt; Akre, Harriet; Aakerøy, Lars; Steinshamn, Sigurd Loe (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2022)
    Sleep apnea is a common yet severely under-diagnosed sleep related disorder. Unattended sleep monitoring at home with low-cost sensors can be leveraged for condition detection, and Machine Learning offers a generalized ...