Single-channel EEG sleep stage classification based on a streamlined set of statistical features in wavelet domain

Sleep Classification According to AASM and Rechtschaffen & Kales: Effects on Sleep Scoring Parameters

(2017) Doris Moser et al.   SLEEP

Automated drowsiness detection through wavelet packet analysis of a single EEG channel

(2016) Thiago L.T. da Silveira et al.   EXPERT SYSTEMS WITH APPLICATIONS

Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines

(2015) Tarek Lajnef et al.   JOURNAL OF NEUROSCIENCE METHODS

Analysis and Classification of Sleep Stages Based on Difference Visibility Graphs From a Single-Channel EEG Signal

(2014) Guohun Zhu et al.   IEEE Journal of Biomedical and Health Informatics

Wavelet transform with special boundary treatment for 1D data

(2013) Alice Kozakevicius et al.   COMPUTATIONAL & APPLIED MATHEMATICS

An ensemble system for automatic sleep stage classification using single channel EEG signal

(2012) B. Koley et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated sleep stage identification system based on time–frequency analysis of a single EEG channel and random forest classifier

(2011) Luay Fraiwan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Sleep scoring using artificial neural networks

(2011) Marina Ronzhina et al.   SLEEP MEDICINE REVIEWS

Segmentation of Holter ECG Waves Via Analysis of a Discrete Wavelet-Derived Multiple Skewness–Kurtosis Based Metric

(2010) A. Ghaffari et al.   ANNALS OF BIOMEDICAL ENGINEERING