Validation of the Withings Sleep Analyzer, an under-the-mattress device for the detection of moderate-severe sleep apnea syndrome.
deep learning
e-health
home monitoring
polygraphy
polysomnography
screening
sleep apnea
under-the-mattress sensor
Journal
Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine
ISSN: 1550-9397
Titre abrégé: J Clin Sleep Med
Pays: United States
ID NLM: 101231977
Informations de publication
Date de publication:
01 06 2021
01 06 2021
Historique:
pubmed:
17
2
2021
medline:
30
6
2021
entrez:
16
2
2021
Statut:
ppublish
Résumé
To assess the diagnostic performance of a nonintrusive device placed under the mattress to detect sleep apnea syndrome. One hundred eighteen patients suspected to have obstructive sleep apnea syndrome completed a night at a sleep clinic with a simultaneous polysomnography (PSG) and recording with the Withings Sleep Analyzers. PSG nights were scored twice: first as simple polygraphy, then as PSG. Average (standard deviation) apnea-hypopnea index from PSG was 31.2 events/h (25.0) and 32.8 events/h (29.9) according to the Withings Sleep Analyzers. The mean absolute error was 9.5 events/h. The sensitivity, specificity, and area under the receiver operating characteristic curve at thresholds of apnea-hypopnea index ≥ 15 events/h were, respectively, sensitivity (Se) Withings Sleep Analyzers accurately detect moderate-severe sleep apnea syndrome in patients suspected of sleep apnea syndrome. This simple and automated approach could be of great clinical value given the high prevalence of sleep apnea syndrome in the general population. Registry: ClinicalTrials.gov; Name: Validation of Withings Sleep for the Detection of Sleep Apnea Syndrome; URL: https://clinicaltrials.gov/ct2/show/NCT04234828; Identifier: NCT04234828.
Identifiants
pubmed: 33590821
doi: 10.5664/jcsm.9168
pmc: PMC8314651
pii: jcsm.9168
doi:
Banques de données
ClinicalTrials.gov
['NCT04234828']
Types de publication
Clinical Trial
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1217-1227Informations de copyright
© 2021 American Academy of Sleep Medicine.
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