Published on in Vol 12 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/52192, first published .
Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review

Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review

Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review

Journals

  1. Doherty C, Baldwin M, Keogh A, Caulfield B, Argent R. Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement. Sports Medicine 2024;54(11):2907 View
  2. Zhao X, He Y, Zhang J, Lin S, Zou H, Ma Y. Effects of Insufficient Sleep on Myopia in Children: A Systematic Review and Meta-Analysis. Nature and Science of Sleep 2024;Volume 16:1387 View
  3. Uchida T, Kurosawa T. Objective and Subjective Sleep Characteristics of Japanese University Students: Analysis Using Questionnaires and Wearable Trackers. Japanese Psychological Research 2024 View
  4. Harai N, Okuma H, Tsuchiya K, Matsuoka S, Kashiwagi K. Increased Steps in Japanese Older Adults Associated with Improved Winter Sleep Quality. Gerontology and Geriatric Medicine 2024;10 View
  5. Kovrov G, Posokhov S, Chernikova A, Funtova I, Shishkina A, Khivintseva E, Zakharov A, Shirolapov I. Validation of ballistocardiography data for predicting the sleep efficiency in healthy individuals and patients with insomnia. S.S. Korsakov Journal of Neurology and Psychiatry 2024;124(10):60 View
  6. Saeb S, Nelson B, Barman P, Verma N, Allen H, de Zambotti M, Baker F, Arra N, Sridhar N, Sullivan S, Plowman S, Rainaldi E, Kapur R, Shin S. Performance of the Verily Study Watch for measuring sleep compared to polysomnography. Frontiers in Sleep 2024;3 View
  7. Novacic K, Pischke C, von Gall C. Body mass index is associated with subjective workload and REM sleep timing and in young healthy adults. Open Health 2025;6(1) View

Books/Policy Documents

  1. Tamantini C, Umbrico A, Orlandini A. AIxIA 2024 – Advances in Artificial Intelligence. View