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SleepBoost: a multi-level tree-based ensemble model for automatic sleep stage classification

Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Iman Dehzangi, Alok Sharma

2024Medical & Biological Engineering & Computing14 citationsDOIOpen Access PDF

Topics & Concepts

InterpretabilityComputer scienceArtificial intelligenceMachine learningContext (archaeology)Tree (set theory)Feature engineeringFeature (linguistics)Sleep StagesEnsemble forecastingSleep (system call)Deep learningMedicinePolysomnographyElectroencephalographyMathematical analysisLinguisticsMathematicsBiologyPsychiatryPaleontologyOperating systemPhilosophyEEG and Brain-Computer InterfacesObstructive Sleep Apnea ResearchSleep and Wakefulness Research
SleepBoost: a multi-level tree-based ensemble model for automatic sleep stage classification | Litcius