A New Fully Automated Random-Forest Algorithm for Sleep Staging

Keyphrases

• Fully Automated 100%
• Electroencephalography 100%
• Random Forest Algorithm 100%
• Electrooculography 100%
• Sleep Staging 100%
• Design Optimization 50%
• Publicly Available 50%
• High Probability 50%
• Overall Accuracy 50%
• Validation Scheme 50%
• Stage Model 50%
• Time Domain Features 50%
• Frequency Domain Features 50%
• Subgroup I 50%
• Cohen's kappa 50%
• Polysomnography 50%
• Idiopathic Rapid Eye Movement Sleep Behavior Disorder (iRBD) 50%
• Sleep Disorders 50%
• Sleep Stages 50%
• Non-rapid Eye Movement 50%
• Rapid Eye Movement Sleep 50%
• Hypnogram 50%
• Rapid Eye Movement 50%
• Automated Diagnosis 50%
• Prodromal Stage 50%
• Wakefulness 50%
• Automatic Sleep Staging 50%
• Probability Value 50%
• Random Forest Classifier 50%
• Synucleinopathy 50%

Neuroscience

• Rapid Eye Movement Sleep 100%
• Electroencephalography 66%
• Electrooculography 66%
• Rapid Eye Movement Sleep Behavior Disorder 33%
• Wakefulness 33%
• Sleep Stage 33%
• Sleep Disorder 33%