Call to action: an open-source pipeline for standardized performance evaluation of sleep-tracking technology

Performance Evaluation of a Smart Bed Technology against Polysomnography

(2022) Farzad Siyahjani et al.   SENSORS

Performance of Four Commercial Wearable Sleep-Tracking Devices Tested Under Unrestricted Conditions at Home in Healthy Young Adults

(2022) Evan D Chinoy et al.   Nature and Science of Sleep

Sleep characterization with smart wearable devices: A call for standardization and consensus recommendations

(2022) Mathias Baumert et al.   SLEEP

Into the wild…the need for standardization and consensus recommendations to leverage consumer-facing sleep technologies

(2022) Cathy Goldstein et al.   SLEEP

An open-source, high-performance tool for automated sleep staging

(2021) Raphael Vallat et al.   eLife

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

(2020) Luca Menghini et al.   SLEEP

Wearable Sleep Technology in Clinical and Research Settings

(2019) Massimiliano de Zambotti et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Wearable Technologies for Developing Sleep and Circadian Biomarkers: A Summary of Workshop Discussions

(2019) Christopher M Depner et al.   SLEEP

Consumer Sleep Technology: An American Academy of Sleep Medicine Position Statement

(2018) Seema Khosla et al.   Journal of Clinical Sleep Medicine