Multimodal Multiclass Machine Learning Model for Automated Sleep Staging Based on Time Series Data
Santosh Kumar Satapathy, D. Loganathan
Topics & Concepts
Random forestComputer scienceSleep StagesSleep (system call)AdaBoostArtificial intelligenceElectroencephalographyClassifier (UML)Feature extractionFeature selectionFeature (linguistics)Non-rapid eye movement sleepPattern recognition (psychology)Machine learningPolysomnographyPsychologyEye movementPsychiatryPhilosophyOperating systemLinguisticsEEG and Brain-Computer InterfacesSleep and Work-Related FatigueNon-Invasive Vital Sign Monitoring