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

2011/12/17 by Luay Fraiwan, Khaldon Lweesy, Natheer Khasawneh +2 · 4 citations
Engineering · Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #Non-Invasive Vital Sign Monitoring

paper · doi:10.1016/j.cmpb.2011.11.005

openalex publication_date 2011/12/17 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29

Citations

• A Coefficient of Agreement for Nominal Scales
• Discrimination of sleep stages: a comparison between spectral and nonlinear EEG measures
• The Kappa Statistic in Reliability Studies: Use, Interpretation, and Sample Size Requirements

Cited by

• Sleep Stage Scoring Using Joint Frequency-Temporal and Unsupervised Features
• Identification of human mental workload levels in a language comprehension task with imbalance neurophysiological data
• A Convolutional Network for Sleep Stages Classification
• Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization