Accessibility settings

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

Precision Medicine (199) mHealth for Data Collection and Research (1302) Depression and Mood Disorders; Suicide Prevention (1809) Sleep Monitoring, Sleep Quality, Sleep Disorders (292) Digital Biomarkers and Digital Phenotyping (344)

Published on in Vol 28 (2026)

This is a member publication of King's College London (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/86900, first published .
Person checks smartwatch and smartphone for notifications.

Sleep and Activity Patterns in Depression From Wearable Data: Unsupervised Clustering Study

Sleep and Activity Patterns in Depression From Wearable Data: Unsupervised Clustering Study

Authors of this article:

Carolin Oetzmann1 Author Orcid Image ;   Yuezhou Zhang2 Author Orcid Image ;   Nicholas Cummins2 Author Orcid Image ;   Ewan Carr2 Author Orcid Image ;   Faith Matcham3 Author Orcid Image ;   Sara Siddi4, 5 Author Orcid Image ;   Femke Lamers6, 7 Author Orcid Image ;   Daniel Leightley8 Author Orcid Image ;   Katie M White1 Author Orcid Image ;   Amos A Folarin2 Author Orcid Image ;   Peter Annas9 Author Orcid Image ;   Josep Maria Haro4, 5 Author Orcid Image ;   Brenda WJH Penninx6, 7 Author Orcid Image ;   Srinivasan Vairavan10 Author Orcid Image ;   Til Wykes11, 12 Author Orcid Image ;   Richard JB Dobson2 Author Orcid Image ;   Vaibhav A Narayan13 Author Orcid Image ;   Matthew Hotopf1, 12 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Carolin Oetzmann   1 , PhD ;   Yuezhou Zhang   2 , PhD ;   Nicholas Cummins   2 , PhD ;   Ewan Carr   2 , PhD ;   Faith Matcham   3 , PhD ;   Sara Siddi   4, 5 , PhD ;   Femke Lamers   6, 7 , PhD ;   Daniel Leightley   8 , PhD ;   Katie M White   1 , PhD ;   Amos A Folarin   2 , PhD ;   Peter Annas   9 , PhD ;   Josep Maria Haro   4, 5 , MD ;   Brenda WJH Penninx   6, 7 , PhD ;   Srinivasan Vairavan   10 , PhD ;   Til Wykes   11, 12 , PhD ;   Richard JB Dobson   2 , PhD ;   Vaibhav A Narayan   13 , PhD ;   Matthew Hotopf   1, 12 , PhD

1 Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom

2 Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, United Kingdom

3 School of Psychology, University of Sussex, Falmer, United Kingdom

4 Parc Sanitari Sant Joan de Deu, Sant Joan de Deu Research Institute (IRSJD), Sant Boi de Llobregat, Spain

5 Mental Health Networking Biomedical Research Centre (CIBERSAM), Madrid, Spain

6 Department of Psychiatry, Amsterdam UMC, Amsterdam, The Netherlands

7 Amsterdam Public Health, Mental Health Program, Amsterdam, The Netherlands

8 School of Population Health Sciences, King’s College London, London, United Kingdom

9 H. Lundbeck A/S, Copenhagen, Denmark

10 Janssen Research and Development, LLC, Titusville, NJ, United States

11 Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom

12 South London and Maudsley NHS Foundation Trust, London, United Kingdom

13 Davos Alzheimer’s Collaborative, Geneva, Switzerland

Corresponding Author:

  • Carolin Oetzmann, PhD
  • Department of Psychological Medicine
  • Institute of Psychiatry, Psychology & Neuroscience, King's College London
  • 16 De Crespigny Park
  • London SE5 8AF
  • United Kingdom
  • Phone: +44 20 7848 0002
  • Email: carolin.1.oetzmann@kcl.ac.uk