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Pilot studies (ehealth) (660) Decision Support for Health Professionals (2226) Methods and New Tools in Mental Health Research (905) Wearable Devices and Sensors (1580) Insomnia and Sleep Hygiene (309) Fitness Trackers and Smart Pedometers/Accelerometers (792) Digital Biomarkers and Digital Phenotyping (436)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/81107, first published .
Young woman peacefully sleeping in a white bed, embracing a pillow.

Sleep and Activity Patterns as Transdiagnostic Behavioral Biomarkers in Psychiatry: Longitudinal Observational Study From the DeeP-DD Study

Sleep and Activity Patterns as Transdiagnostic Behavioral Biomarkers in Psychiatry: Longitudinal Observational Study From the DeeP-DD Study

Authors of this article:

Dylan Hamitouche1, 2 Author Orcid Image ;   Tihare Zamorano1, 3 Author Orcid Image ;   Youcef Barkat1, 4 Author Orcid Image ;   Deven Parekh1 Author Orcid Image ;   Lena Palaniyappan1, 5, 6, 7 Author Orcid Image ;   Sara Jalali1 Author Orcid Image ;   David Benrimoh1, 5 Author Orcid Image
Article Authors Cited by (2) Tweetations (1) Metrics

Journals

  1. Devi A, Lyman K, McClung C. The Role of Chronopsychiatry in Precision Medicine: Circadian Dysregulation as Diagnostic Marker and Therapeutic Target. Current Sleep Medicine Reports 2026;12(1) View

Books/Policy Documents

  1. Jalali S, You Q, Xu V, Chen L, Zini J, Zamorano T, Luo Y, Friesen T, Fontana G, Benrimoh D. Artificial Intelligence in Behavioral and Mental Health Care. View