Large-Scale Automated Sleep Staging

Performance of a New Portable Wireless Sleep Monitor

(2017) Magdy Younes et al.   Journal of Clinical Sleep Medicine

Accuracy of Automatic Polysomnography Scoring Using Frontal Electrodes

(2016) Magdy Younes et al.   Journal of Clinical Sleep Medicine

Minimizing Interrater Variability in Staging Sleep by Use of Computer-Derived Features

(2016) Magdy Younes et al.   Journal of Clinical Sleep Medicine

A decision support system for automatic sleep staging from EEG signals using tunable Q-factor wavelet transform and spectral features

(2016) Ahnaf Rashik Hassan et al.   JOURNAL OF NEUROSCIENCE METHODS

Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource

(2016) Dennis A. Dean et al.   SLEEP

Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource

(2016) Dennis A. Dean et al.   SLEEP

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

Computer-Assisted Automated Scoring of Polysomnograms Using the Somnolyzer System

(2015) Naresh M. Punjabi et al.   SLEEP

Odds Ratio Product of Sleep EEG as a Continuous Measure of Sleep State

(2015) Magdy Younes et al.   SLEEP

Computer-Assisted Automated Scoring of Polysomnograms Using the Somnolyzer System

(2015) Naresh M. Punjabi et al.   SLEEP

Odds Ratio Product of Sleep EEG as a Continuous Measure of Sleep State

(2015) Magdy Younes et al.   SLEEP

A Review of Multitaper Spectral Analysis

(2014) Behtash Babadi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Extreme logistic regression

(2014) Che Ngufor et al.   Advances in Data Analysis and Classification

Agreement in the Scoring of Respiratory Events and Sleep Among International Sleep Centers

(2013) Ulysses J. Magalang et al.   SLEEP

Performance of an Automated Polysomnography Scoring System Versus Computer-Assisted Manual Scoring

(2013) Atul Malhotra et al.   SLEEP

A rule-based automatic sleep staging method

(2012) Sheng-Fu Liang et al.   JOURNAL OF NEUROSCIENCE METHODS

Weighted extreme learning machine for imbalance learning

(2012) Weiwei Zong et al.   NEUROCOMPUTING

Classification of Sleep Stages Using Multi-wavelet Time Frequency Entropy and LDA

(2010) L. Fraiwan et al.   METHODS OF INFORMATION IN MEDICINE

Computer-Assisted Sleep Classification according to the Standard of the American Academy of Sleep Medicine: Validation Study of the AASM Version of the Somnolyzer 24 × 7

(2010) Peter Anderer et al.   NEUROPSYCHOBIOLOGY

Interrater reliability for sleep scoring according to the Rechtschaffen & Kales and the new AASM standard

(2009) HEIDI DANKER-HOPFE et al.   JOURNAL OF SLEEP RESEARCH