Field-based Measurement of Sleep: Agreement between Six Commercial Activity Monitors and a Validated Accelerometer.

Andrew G Kubala Bethany Barone Gibbs Daniel J Buysse Sanjay R Patel Martica H Hall Christopher E Kline

Published in: Behavioral sleep medicine (2019)

Agreement between CAMs and AW varied by device, with greater agreement observed for TST than WASO. While reliable, variability in agreement across CAMs with traditional actigraphy may complicate the interpretation of CAM data obtained for clinical or research purposes.

Keyphrases

physical activity
electronic health record
big data
sleep quality
deep learning