Accessibility settings

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

AI in Older Adult Care (56) Dementia and Cognitive Decline (762) Wearable Devices and Sensors (1241) Insomnia and Sleep Hygiene (264) Machine Learning (2294) Assisted Living for the Elderly and Nursing Home Care (216) Sleep Monitoring, Sleep Quality, Sleep Disorders (289)

Published on in Vol 8 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/72338, first published .
Using Wearable Sensors to Measure and Predict Personal Circadian Lighting Exposure in Nursing Home Residents: Model Development and Validation

Using Wearable Sensors to Measure and Predict Personal Circadian Lighting Exposure in Nursing Home Residents: Model Development and Validation

Using Wearable Sensors to Measure and Predict Personal Circadian Lighting Exposure in Nursing Home Residents: Model Development and Validation

Authors of this article:

Shevvaa Beiglary1 Author Orcid Image ;   Yanxiao Feng2 Author Orcid Image ;   Nan Wang3 Author Orcid Image ;   Neda Ghaeili1 Author Orcid Image ;   Ying-Ling Jao4 Author Orcid Image ;   Yo-Jen Liao4 Author Orcid Image ;   Yuxin Li1 Author Orcid Image ;   Julian Wang1 Author Orcid Image
Article Authors Cited by (5) Tweetations Metrics

Journals

  1. Wang Y, Zhang Y, Cheng S, Zhang Y, Zhang X. Towards a predictive paradigm for individual light exposure history: A trajectory-based modeling framework. Building and Environment 2026;294:114422 View
  2. Ribino P, Potenza G, Baglivo C, Bonomolo M. Intelligent lighting systems: Leveraging LSTM and time-series clustering for optimal PhotoSensor deployment. Journal of Building Engineering 2026;122:115761 View
  3. Beiglary S, Wang J. Real-time modeling of human behavior effects on circadian lighting exposure in nursing homes. Building and Environment 2026;298:114618 View
  4. Spitschan M, Zauner J. Light Exposure as a Modifiable Determinant of Mental Health. Current Psychiatry Reports 2026;28(1) View
  5. de Vries S, Mardaljevic J, van Duijnhoven J. Impact of wear position on dosimeter performance: measurement validity under simulated indoor illumination. npj Biological Timing and Sleep 2026;3(1) View