Nightly sleep duration predicts grade point average in the first year of college | PNAS
IJERPH | Free Full-Text | A Critical Review of Symptom Management Nursing Science on HIV-Related Fatigue and Sleep Disturbance
Large-scale data from wearables reveal regional disparities in sleep patterns that persist across age and sex | Scientific Reports
Fitbit sleep quality and self-reported sleep measures. | Download Scientific Diagram
Improved Mental Acuity Forecasting with an Individualized Quantitative Sleep Model - Frontiers
Applied Sciences | Free Full-Text | Daily Physical Activity and Sleep Measured by Wearable Activity Trackers during the Coronavirus Disease 2019 Pandemic: A Lesson for Preventing Physical Inactivity during Future Pandemics
Why the Oura ring sucks for tracking sleep and might be harming your health - The Diet Wars
Fitbit's New Sleep Tracking - A Month Testing The Alta HR
Frontiers | An automated heart rate-based algorithm for sleep stage classification: Validation using conventional polysomnography and an innovative wearable electrocardiogram device
Genetics of circadian rhythms and sleep in human health and disease | Nature Reviews Genetics
Large-scale data from wearables reveal regional disparities in sleep patterns that persist across age and sex | Scientific Reports
IJERPH | Free Full-Text | Time to Sleep?—A Review of the Impact of the COVID-19 Pandemic on Sleep and Mental Health
Frontiers | A Multi-Level Classification Approach for Sleep Stage Prediction With Processed Data Derived From Consumer Wearable Activity Trackers
A Comparison Study of the Fitbit Activity Monitor and PSG for Assessing Sleep Patterns and Movement in Children - Open Access Pub
Micromachines | Free Full-Text | Methodologies and Wearable Devices to Monitor Biophysical Parameters Related to Sleep Dysfunctions: An Overview
Deviations from normal bedtimes are associated with short-term increases in resting heart rate | npj Digital Medicine
Is the sleep tracking accuracy reliable? Has anyone had actual linkage to sleeping disorders found because of these kinds of consistent results of no REM and no deep sleep? : r/fitbit
BioMedInformatics | Free Full-Text | Unobtrusive Monitoring of Sleep Cycles: A Technical Review
Frontiers | New and Emerging Approaches to Better Define Sleep Disruption and Its Consequences
Sensors | Free Full-Text | Validity of Two Consumer Multisport Activity Tracker and One Accelerometer against Polysomnography for Measuring Sleep Parameters and Vital Data in a Laboratory Setting in Sleep Patients
IJERPH | Free Full-Text | Insomnia—A Systematic Review and Comparison of Medical Resident’s Average Off-Call Sleep Times
Sports | Free Full-Text | Pyjamas, Polysomnography and Professional Athletes: The Role of Sleep Tracking Technology in Sport
Using Fitbit data to examine factors that affect daily activity levels of college students | PLOS ONE
