Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea
Ferda Bozkurt, Muhammed Kürşad Uçar, Cahit Bílgín, Ahmet Zengi̇n
Topics & Concepts
PolysomnographyArtificial intelligenceObstructive sleep apneaSleep StagesComputer sciencePattern recognition (psychology)Sleep apneaSensitivity (control systems)Support vector machineElectrooculographyFeature selectionElectroencephalographyFeature extractionQRS complexMachine learningMedicineApneaCardiologyInternal medicineEngineeringEye movementElectronic engineeringPsychiatryObstructive Sleep Apnea ResearchSleep and Work-Related FatigueNeuroscience of respiration and sleep