Automated sleep scoring system using multi-channel data and machine learning
Recep Sinan Arslan, Hasan Ulutaş, Ahmet Sertol Köksal, Mehmet Bakır, Bülent Çiftçi
Topics & Concepts
Random forestSleep (system call)PolysomnographyComputer scienceDecision treeSleep StagesArtificial intelligencePrecision and recallRecallMachine learningTree (set theory)F1 scoreStatisticsElectroencephalographyMedicinePsychologyMathematicsCognitive psychologyMathematical analysisOperating systemPsychiatryEEG and Brain-Computer InterfacesObstructive Sleep Apnea ResearchSleep and Work-Related Fatigue