Certainty about uncertainty in sleep staging: a theoretical framework.

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作者： Hans,van Gorp ^[1] ; Iris A M,Huijben ^[2] ; Pedro,Fonseca ^[1] ; Ruud J G,van Sloun ^[3] ; Sebastiaan,Overeem ^[1] ; Merel M,van Gilst ^[2]

作者单位： Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands. ^[1] Personal Health, Philips Research, Eindhoven, the Netherlands. ^[2] Onera Health, Eindhoven, the Netherlands. ^[3] Sleep Medicine Centre, Kempenhaeghe Foundation, Eindhoven, the Netherlands. ^[4]

关键词 aleatoric epistemic hypnogram inter-rater agreement machine learning sleep staging uncertainty

主题词人类(Humans);模型, 理论(Models, Theoretical);观察者偏差(Observer Variation);睡眠期(Sleep Stages);偏差(Uncertainty)

DOI 10.1093/sleep/zsac134

PMID 35675746

发布时间 2022-10-07

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