A review of automated sleep stage based on EEG signals
X Zhang, X Zhang, Q Huang, Y Lv, F Chen - Biocybernetics and Biomedical …, 2024 - Elsevier
Sleep disorders have increasingly impacted healthy lifestyles. Accurate scoring of sleep
stages is crucial for diagnosing patients with sleep disorders. The precision of sleep staging …
stages is crucial for diagnosing patients with sleep disorders. The precision of sleep staging …
A zero precision loss framework for EEG channel selection: enhancing efficiency and maintaining interpretability
The brain-computer interface (BCI) systems based on motor imagery typically rely on a large
number of electrode channels to acquire information. The rational selection of …
number of electrode channels to acquire information. The rational selection of …
An Interpretable Single-Channel EEG Sleep Staging Model Based on Prototype Matching and Multi-Task Learning
H Zhou, A Liu, S Ding, J Yao, X Chen - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Sleep staging is an essential technique for evaluating sleep quality. Recently, deep learning-
based sleep staging methods have achieved high performance. However, existing methods …
based sleep staging methods have achieved high performance. However, existing methods …