Sleep staging using wearables and deep neural networks

There is a well-established association between sleep and health status, but the current gold-standard for analysing sleep, polysomnography, is too disruptive and expensive to enable longitudinal monitoring. There is, therefore, a growing interest in automated sleep scoring, or staging, using a comb...

Full description

Bibliographic Details
Main Authors: Davidson, S, Harford, M, Tarassenko, L, Carter, J, Roman, C
Format: Conference item
Language:English
Published: IEEE 2023