Overnight Sleep Staging Using Chest-Worn Accelerometry.

Humans Middle Aged Adult Aged Accelerometry / instrumentation Male Female Adolescent Aged, 80 and over Polysomnography / methods Sleep Stages / physiology Young Adult Algorithms Thorax
accelerometer artificial intelligence hypnogram sleep metrics sleep staging

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
02 Sep 2024
Historique:
received: 14 06 2024
revised: 14 08 2024
accepted: 28 08 2024
medline: 14 9 2024
pubmed: 14 9 2024
entrez: 14 9 2024
Statut: epublish

Résumé

Overnight sleep staging is an important part of the diagnosis of various sleep disorders. Polysomnography is the gold standard for sleep staging, but less-obtrusive sensing modalities are of emerging interest. Here, we developed and validated an algorithm to perform "proxy" sleep staging using cardiac and respiratory signals derived from a chest-worn accelerometer. We collected data in two sleep centers, using a chest-worn accelerometer in combination with full PSG. A total of 323 participants were analyzed, aged 13-83 years, with BMI 18-47 kg/m

Identifiants

DOI: 10.3390/s24175717 PMID: 39275628
pubmed: 39275628
pii: s24175717
doi: 10.3390/s24175717
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Auteurs

Fons Schipper (F)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
Philips Sleep and Respiratory Care, 5656 AE Eindhoven, The Netherlands.
ORCID: 0000-0002-8018-6807

Angela Grassi (A)

Philips Sleep and Respiratory Care, 5656 AE Eindhoven, The Netherlands.
ORCID: 0000-0002-9955-5780

Marco Ross (M)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
The Siesta Group, 1210 Vienna, Austria.
ORCID: 0000-0003-0603-5709

Andreas Cerny (A)

FH Technikum Wien, 1200 Wien, Austria.
ORCID: 0000-0001-8191-1866

Peter Anderer (P)

The Siesta Group, 1210 Vienna, Austria.
ORCID: 0000-0002-3869-6678

Lieke Hermans (L)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
ORCID: 0000-0002-2069-4105

Fokke van Meulen (F)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
Center for Sleep Medicine Kempenhaeghe, 5591 VE Heeze, The Netherlands.
ORCID: 0000-0002-5486-9663

Mickey Leentjens (M)

Department of Otorhinolaryngology, Head and Neck Surgery OLVG West, 1061 AE Amsterdam, The Netherlands.
ORCID: 0000-0003-2745-6967

Emily Schoustra (E)

Department of Otorhinolaryngology, Head and Neck Surgery OLVG West, 1061 AE Amsterdam, The Netherlands.
ORCID: 0009-0006-7435-6204

Pien Bosschieter (P)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
Center for Sleep Medicine Kempenhaeghe, 5591 VE Heeze, The Netherlands.
ORCID: 0000-0001-7964-3225

Ruud J G van Sloun (RJG)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
ORCID: 0000-0003-2845-0495

Sebastiaan Overeem (S)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
Center for Sleep Medicine Kempenhaeghe, 5591 VE Heeze, The Netherlands.
ORCID: 0000-0002-6445-9836

Pedro Fonseca (P)

Department of Electrical Engineering, Eindhoven University of Technology, 5612 AP Eindhoven, The Netherlands.
Philips Sleep and Respiratory Care, 5656 AE Eindhoven, The Netherlands.
ORCID: 0000-0003-2932-6402

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Adulte d'âge moyen › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Sujet âgé › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Techniques d'investigation › Accélérométrie › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Personnes › Tranches d'âge › Adolescent › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Sujet âgé › Sujet âgé de 80 ans ou plus › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Monitorage physiologique › Polysomnographie › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Phénomènes physiologiques de l'appareil locomoteur et du système nerveux › Phénomènes physiologiques du système nerveux › Sommeil › Phases du sommeil › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Jeune adulte › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Overnight Sleep Staging Using Chest-Worn Accelerometry.
questionsmedicales.fr › Régions du corps › Tronc › Thorax › Overnight Sleep Staging Using Chest-Worn Accelerometry.