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This paper is in the following e-collection/theme issue:

Design and Usability of Medical Devices (248) Clinical Information and Decision Making (3973) Sleep Monitoring, Sleep Quality, Sleep Disorders (367) Sleep Medicine (57)

Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://www.medrxiv.org/content/10.1101/v1, first published .
Elderly woman sleeping peacefully in a comfortable bed with a bedside lamp.

Evaluation of a Contactless Sleep Monitoring Device for Sleep Stage Detection at Home in a Healthy Population: Prospective Study in Free-Living Conditions

Evaluation of a Contactless Sleep Monitoring Device for Sleep Stage Detection at Home in a Healthy Population: Prospective Study in Free-Living Conditions

Authors of this article:

Marie-Ange Stefanos1, 2, 3 Author Orcid Image ;   Guillaume de Laboulaye3 Author Orcid Image ;   David Campo3 Author Orcid Image ;   Martin de Gourcuff3 Author Orcid Image ;   Pierre Escourrou3, 4 Author Orcid Image ;   Boris Matrot1 Author Orcid Image ;   Anna Sigridur Islind2 Author Orcid Image ;   Pierre Alexis Geoffroy1, 5, 6 Author Orcid Image
Article Authors Cited by (4) Tweetations (2) Metrics

Journals

  1. Lechat B, Pinilla L, Sansom K, Vakulin A, Escourrou P, Pépin J, Bailly S, Baillieul S, Reynolds A, Scott H, Manners J, Catcheside P, Adams R, Eckert D. High night-to-night variability in obstructive sleep apnea severity is associated with prevalent cardiovascular disease. SLEEP 2026;49(6) View
  2. Lechat B, Proctor S, Manners J, Loffler K, Leviton A, Toson B, Vena D, Vakulin A, Fitton J, Adams R, Mukherjee S, Eckert D. Zero burden multi night monitoring with AI enabled technology reduces obstructive sleep apnea misdiagnosis. npj Digital Medicine 2026;9(1) View
  3. Albalak G, Noordam R, van der Elst M, Drop T, Caneda Cabrera E, Oudendijk L, Lammers G, Gordijn M, Kervezee L, Exadaktylos V, van Bodegom D, van Heemst D. The effect of physical activity timing on insomnia and sleep quality: a randomized cross-over trial in older adults. Sleep Medicine 2027;149:109332 View
  4. Stefanos M, de Gourcuff M, de Laboulaye G, Campo D, Geoffroy P, Islind A. Smart Devices–Based Longitudinal Assessment of Patterns of Insomnia (SLEEPI): Protocol for Large-Scale, Digital, Longitudinal, and Decentralized Clinical Trials. JMIR Research Protocols 2026;15:e92341 View