Detection of Abnormal Respiratory Events with Single Channel ECG and Hybrid Machine Learning Model in Patients with Obstructive Sleep Apnea
Ferda Bozkurt, Muhammed Kürşad Uçar, Mehmet Recep Bozkurt, Cahit Bílgín
Topics & Concepts
Artificial intelligencePolysomnographyFeature selectionPattern recognition (psychology)Computer sciencePulse oximetrySupport vector machinePrincipal component analysisSleep apneaApneaFeature (linguistics)Decision treeMedicineMachine learningCardiologyInternal medicineAnesthesiaPhilosophyLinguisticsObstructive Sleep Apnea ResearchNon-Invasive Vital Sign MonitoringSleep and Work-Related Fatigue