State of the science and recommendations for using wearable technology in sleep and circadian research

M de Zambotti, C Goldstein, J Cook, L Menghini… - Sleep, 2024 - academic.oup.com
Wearable sleep-tracking technology is of growing use in the sleep and circadian fields,
including for applications across other disciplines, inclusive of a variety of disease states …

Evaluating reliability in wearable devices for sleep staging

V Birrer, M Elgendi, O Lambercy, C Menon - npj Digital Medicine, 2024 - nature.com
Sleep is crucial for physical and mental health, but traditional sleep quality assessment
methods have limitations. This scoping review analyzes 35 articles from the past decade …

Can we rely on wearable sleep-tracker devices for fatigue management?

J Reifman, NV Priezjev, FG Vital-Lopez - Sleep, 2024 - academic.oup.com
Abstract Study Objectives Wearable sleep-tracker devices are ubiquitously used to measure
sleep; however, the estimated sleep parameters often differ from the gold-standard …

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

AM Schyvens, NC Van Oost, JM Aerts… - JMIR mHealth and …, 2024 - mhealth.jmir.org
Background: Despite being the gold-standard method for objectively assessing sleep,
polysomnography (PSG) faces several limitations as it is expensive, time-consuming, and …

Sleep architecture of elite soccer players surrounding match days as measured by WHOOP straps

N Sanders, RK Randell, C Thomas… - Chronobiology …, 2024 - Taylor & Francis
This study aimed to quantify and compare sleep architecture before and after home and
away matches in elite soccer players from the English Premier League. Across two seasons …

Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations

FB Silva, LFS Uribe, FX Cepeda, VFS Alquati… - Sleep Medicine, 2024 - Elsevier
Objective Sleep stages can provide valuable insights into an individual's sleep quality. By
leveraging movement and heart rate data collected by modern smartwatches, it is possible …

The Night-Time Sleep and Autonomic Activity of Male and Female Professional Road Cyclists Competing in the Tour de France and Tour de France Femmes

C Sargent, S Jasinski, ER Capodilupo, J Powers… - Sports Medicine …, 2024 - Springer
Background Sleep is a critical component of recovery, but it can be disrupted following
prolonged endurance exercise. The objective of this study was to examine the capacity of …

Baseline Sleep Characteristics in NCAA Division I Collegiate Athletes

JT Goldman, B Donohoe, N Hatamiya… - Clinical Journal of …, 2024 - journals.lww.com
Objective: The authors report no conflicts of interest. To determine baseline sleep
characteristics of male/female student-athletes across multiple sports using objective and …

Using machine learning for wearables to understand the association of sleep with future morbidity

H Yuan - 2024 - ora.ox.ac.uk
Sleep is essential to life and is structurally complex. Our understanding of how sleep is
associated with health and morbidity primarily draws on studies that use self-report sleep …

A Behavioural Design Thinking Approach to Technology Innovation in Sports Nutrition

D Dunne - 2024 - researchonline.ljmu.ac.uk
Since the early 1900's sports nutrition research has focused almost exclusively on
increasing our understanding of nutrition's impact on metabolism, physiology and physical …