Multi-modal signal integration for enhanced sleep stage classification: Leveraging EOG and 2-channel EEG data with advanced feature extraction
Mahdi Samaee, Mehran Yazdi, Daniel Massicotte
Topics & Concepts
Computer scienceFeature extractionElectroencephalographyPattern recognition (psychology)Artificial intelligenceModalElectrooculographyChannel (broadcasting)SIGNAL (programming language)Feature (linguistics)Sleep StagesSpeech recognitionSleep (system call)Eye movementPolysomnographyTelecommunicationsOperating systemPsychologyProgramming languagePhilosophyPsychiatryChemistryLinguisticsPolymer chemistryEEG and Brain-Computer InterfacesNon-Invasive Vital Sign MonitoringGaze Tracking and Assistive Technology