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 …

[HTML][HTML] Understanding the need for sleep to improve cognition

RLF Leong, MWL Chee - Annual review of psychology, 2023 - annualreviews.org
The restorative function of sleep is shaped by its duration, timing, continuity, subjective
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 …

A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code

L Menghini, N Cellini, A Goldstone, FC Baker… - Sleep, 2021 - academic.oup.com
Sleep-tracking devices, particularly within the consumer sleep technology (CST) space, are
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 …

[HTML][HTML] Rigorous performance evaluation (previously,“validation”) for informed use of new technologies for sleep health measurement

M de Zambotti, L Menghini, MA Grandner, S Redline… - Sleep Health, 2022 - Elsevier
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 …

[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 …

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 …

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 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 …