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

Proposals (eHealth) (175) Wearable Devices and Sensors (1674) Insomnia and Sleep Hygiene (319) Machine Learning (3376) Sleep Monitoring, Sleep Quality, Sleep Disorders (365) Engagement with and Adherence to Digital Health Interventions, Law of Attrition (852)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92341, first published .
Woman reviewing smartwatch data timeline on computer screen

Smart Devices–Based Longitudinal Assessment of Patterns of Insomnia (SLEEPI): Protocol for Large-Scale, Digital, Longitudinal, and Decentralized Clinical Trials

Smart Devices–Based Longitudinal Assessment of Patterns of Insomnia (SLEEPI): Protocol for Large-Scale, Digital, Longitudinal, and Decentralized Clinical Trials

Authors of this article:

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

Marie-Ange Stefanos   1, 2, 3 , MSc ;   Martin de Gourcuff   3 , MSc ;   Guillaume de Laboulaye   3 , MSc ;   David Campo   3 , PhD ;   Pierre Alexis Geoffroy   1, 4, 5 , MD, PhD ;   Anna Sigridur Islind   2 , PhD

1 Inserm, F-75019, NeuroDiderot, SleepCmd, Université Paris Cité, Paris, Île-de-France, France

2 Department of Computer Science, Reykjavík University, Reykjavik, Iceland

3 Withings (France), Issy-les-Moulineaux, Île-de-France, France

4 Hopital Bichat - Claude Bernard, F-75018, Département de psychiatrie et d’addictologie, AP-HP, GHU Paris Nord, DMU Neurosciences, Paris, France

5 GHU Paris - Psychiatry & Neurosciences, Centre ChronoS, Paris, France

Corresponding Author:

  • Marie-Ange Stefanos, MSc
  • Inserm, F-75019
  • NeuroDiderot, SleepCmd, Université Paris Cité
  • Bingen, 48 boulevard Sérurier
  • Paris, Île-de-France 75019
  • France
  • Email: marieangestefanos@gmail.com