Evaluating sleep-stage classification: how age and early-late sleep affects classification performance

A convolutional neural network for sleep stage scoring from raw single-channel EEG

(2018) Arnaud Sors et al.   Biomedical Signal Processing and Control

An accurate sleep stages classification system using a new class of optimally time-frequency localized three-band wavelet filter bank

(2018) Manish Sharma et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Sleep stage classification using single-channel EOG

(2018) Md Mosheyur Rahman et al.   COMPUTERS IN BIOLOGY AND MEDICINE

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

(2017) Akara Supratak et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

(2017) Doris Moser et al.   SLEEP

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

(2016) Thiago L. T. da Silveira et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Age and gender variations of sleep in subjects without sleep disorders

(2015) Gianina Luca et al.   ANNALS OF MEDICINE

Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification

(2015) Cristian Donos et al.   International Journal of Neural Systems

MEG and EEG data analysis with MNE-Python

(2014) Alexandre Gramfort   Frontiers in Neuroscience

Sleep and psychological health during early recovery from critical illness: An observational study

(2013) Sharon McKinley et al.   JOURNAL OF PSYCHOSOMATIC RESEARCH

About Sleep's Role in Memory

(2013) Björn Rasch et al.   PHYSIOLOGICAL REVIEWS

Automatic sleep scoring: A search for an optimal combination of measures

(2011) Anna Krakovská et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Nocturnal aspects of narcolepsy with cataplexy

(2008) Giuseppe Plazzi et al.   SLEEP MEDICINE REVIEWS