Artificial intelligence in psychiatry research, diagnosis, and therapy
J Sun, QX Dong, SW Wang, YB Zheng, XX Liu… - Asian Journal of …, 2023 - Elsevier
Psychiatric disorders are now responsible for the largest proportion of the global burden of
disease, and even more challenges have been seen during the COVID-19 pandemic …
disease, and even more challenges have been seen during the COVID-19 pandemic …
[HTML][HTML] Understanding the need for sleep to improve cognition
The restorative function of sleep is shaped by its duration, timing, continuity, subjective
quality, and efficiency. Current sleep recommendations specify only nocturnal duration and …
quality, and efficiency. Current sleep recommendations specify only nocturnal duration and …
Performance of four commercial wearable sleep-tracking devices tested under unrestricted conditions at home in healthy young adults
ED Chinoy, JA Cuellar, JT Jameson… - Nature and Science of …, 2022 - Taylor & Francis
Purpose Commercial wearable sleep-tracking devices are growing in popularity and in
recent studies have performed well against gold standard sleep measurement techniques …
recent studies have performed well against gold standard sleep measurement techniques …
A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code
Sleep-tracking devices, particularly within the consumer sleep technology (CST) space, are
increasingly used in both research and clinical settings, providing new opportunities for …
increasingly used in both research and clinical settings, providing new opportunities for …
Evaluations of commercial sleep technologies for objective monitoring during routine sleeping conditions
JD Stone, LE Rentz, J Forsey, J Ramadan… - Nature and science of …, 2020 - Taylor & Francis
Purpose The commercial market is saturated with technologies that claim to collect
proficient, free-living sleep measurements despite a severe lack of independent third-party …
proficient, free-living sleep measurements despite a severe lack of independent third-party …
[HTML][HTML] Rigorous performance evaluation (previously,“validation”) for informed use of new technologies for sleep health measurement
New sleep technologies have become pervasive in the consumer space, and are becoming
highly common in research and clinical sleep settings. The rapid, widespread use of largely …
highly common in research and clinical sleep settings. The rapid, widespread use of largely …
[HTML][HTML] Performance of a commercial multi-sensor wearable (Fitbit Charge HR) in measuring physical activity and sleep in healthy children
JG Godino, D Wing, M de Zambotti, FC Baker… - PLoS …, 2020 - journals.plos.org
Purpose This study sought to assess the performance of the Fitbit Charge HR, a consumer-
level multi-sensor activity tracker, to measure physical activity and sleep in children …
level multi-sensor activity tracker, to measure physical activity and sleep in children …
Consumer Wearable Health and Fitness Technology in Cardiovascular Medicine: JACC State-of-the-Art Review
BJ Petek, MA Al-Alusi, N Moulson, AJ Grant… - Journal of the American …, 2023 - jacc.org
The use of consumer wearable devices (CWDs) to track health and fitness has rapidly
expanded over recent years because of advances in technology. The general population …
expanded over recent years because of advances in technology. The general population …
State of the science and recommendations for using wearable technology in sleep and circadian research
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 …
including for applications across other disciplines, inclusive of a variety of disease states …
Evaluating consumer and clinical sleep technologies: an American Academy of Sleep Medicine update
S Schutte-Rodin, MC Deak, S Khosla… - Journal of Clinical …, 2021 - jcsm.aasm.org
The previous American Academy of Sleep Medicine (AASM) Consumer and Clinical
Technology Committee and the subsequent Technology Innovation Committee have …
Technology Committee and the subsequent Technology Innovation Committee have …