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

Reviews in Digital Mental Health (289)

Published on in Vol 12 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/65143, first published .
Utility of Consumer-Grade Wearable Devices for Inferring Physical and Mental Health Outcomes in Severe Mental Illness: Systematic Review

Utility of Consumer-Grade Wearable Devices for Inferring Physical and Mental Health Outcomes in Severe Mental Illness: Systematic Review

Utility of Consumer-Grade Wearable Devices for Inferring Physical and Mental Health Outcomes in Severe Mental Illness: Systematic Review

Authors of this article:

Lamiece Hassan1 Author Orcid Image ;   Alyssa Milton2, 3 Author Orcid Image ;   Chelsea Sawyer1 Author Orcid Image ;   Alexander J Casson4 Author Orcid Image ;   John Torous5 Author Orcid Image ;   Alan Davies1 Author Orcid Image ;   Bernalyn Ruiz-Yu6 Author Orcid Image ;   Joseph Firth1 Author Orcid Image
Article Authors Cited by (12) Tweetations (8) Metrics

Journals

  1. Natividad M, Chávez M, Balagué A, Paolini J, Picó P, Hernández R, Dalmau N, Rial E, Salvador M, Izquierdo E, Vergara L, León R, Armero M, Monreal J, González-Rodríguez A. Community Therapeutic Space for Women with Schizophrenia: A New Innovative Approach for Health and Social Recovery. Women 2025;5(2):13 View
  2. Bonesteel K, Bires J, Pillay S, Naidoo U. The Impact of Artificial Intelligence on Neuroscience and Mental Health: A Perspective Review. AI in Neuroscience 2025;1(2):95 View
  3. Kapogianni N, Sideraki A, Anagnostopoulos C. Using Smartwatches in Stress Management, Mental Health, and Well-Being: A Systematic Review. Algorithms 2025;18(7):419 View
  4. Shen S, Qi W, Zeng J, Li S, Liu X, Zhu X, Dong C, Wang B, Shi Y, Yao J, Wang B, Lou X, Gu S, Li P, Wang J, Jiang G, Cao S. Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review. Journal of Medical Internet Research 2025;27:e77066 View
  5. Eisner E, Ball H, Ainsworth J, Cella M, Chalmers N, Clifford S, Drake R, Elton D, Faulkner S, Greenwood K, Gumley A, Haddock G, Kendall K, Kenny A, Krogsæter T, Lees J, Lewis S, Maclean L, O’Hare K, Phiri A, Richardson C, Schwannauer M, Turner R, Walsh A, Walters J, Wykes T, Zahid U, Bucci S. Using Passive Sensing to Predict Psychosis Relapse: An In-Depth Qualitative Study Exploring Perspectives of People With Psychosis. Schizophrenia Bulletin 2025 View
  6. Alam N, Surani M, Das C, Giacco D, Singh S, Jilka S. Challenges and standardisation strategies for sensor-based data collection for digital phenotyping. Communications Medicine 2025;5(1) View
  7. Villarreal R, Singhal S, Dempsey A, Shore J. The Future of Digital Mental Health. Psychiatric Clinics of North America 2025 View
  8. Tan C, Koh J, Ang W, Tan X, Koh S, Lin W, Lee J, Chew H. State-of-the-art digital phenotyping methods for cardiometabolic risk prevention and management: a scoping review. International Journal of Medical Informatics 2026;206:106133 View
  9. Polizzotto N, Badawi J, Sanches M, Lane S, Patriquin M. It’s Not Just All in Your Head. Psychiatric Clinics of North America 2025 View
  10. Oflaz F, Şahin Tokatlıoğlu T, Işbay Aydemir B, Karakaya Çataldaş S. Wearable technologies for mental health monitoring older adults: systematic review. European Geriatric Medicine 2025 View
  11. Ali M, Ali S, Abbas Q, Abbas Z, Lee S. Artificial intelligence for mental health: A narrative review of applications, challenges, and future directions in digital health. DIGITAL HEALTH 2025;11 View
  12. Oleh U, Obermaisser R. Recognition of Anxiety-Related Activities using 1DCNNBiLSTM on Sensor Data from a Commercial Wearable Device. Procedia Computer Science 2025;272:351 View