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Classification of sleep stages: commonly used methods and main aims for the improvement

  • To analyze the humans’ sleep it is necessary as to identify the sleep stages, occurring during the sleep, their durations and sleep cycles. The gold standard procedure for this approach is polysomnography (PSG), which classify the sleep stages based on Rechtschaffen and Kales (R-K) method. This method aside the advantages as high accuracy has however some disadvantages, among others time-consuming and uncomfortable for the patient procedure. Therefore, the development of further methods for the sleep classification in addition to PSG is a promising topic for the investigation and this work has as its aim the presentation of possible ways and goals for this development.

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Metadaten
Name:Martínez Madrid, Natividad
ISBN:978-88-87548-09-9
Erschienen in:AnBiPa 2016 : proceedings of the International Workshop on Analysis of Biometric Parameters to Detect Relationship between Stress and Sleep Quality : November 4, 2016, Università Politecnica delle Marche, Ancona, Italy
Publisher:Università Politecnica delle Marche
Place of publication:Ancona
Editor:Massimo Conti
Document Type:Conference Proceeding
Language:English
Year of Publication:2017
Tag:actigraphy; biovital data; polysomnography; sleep classification; sleep cycles; sleep stages
Pagenumber:3
First Page:15
Last Page:17
Dewey Decimal Classification:610 Medizin, Gesundheit
Open Access:Nein