Sleep staging from single-channel EEG with multi-scale feature and contextual information

https://link.springer.com/article/10.1007/s11325-019-01789-4

K Chen, C Zhang, J Ma, G Wang, J Zhang - Sleep and Breathing, 2019

Purpose Portable sleep monitoring devices with less-attached sensors and high-accuracy sleep staging methods can expedite sleep disorder diagnosis. The aim of this study was to propose a single-channel EEG sleep staging model …