SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals
Fazla Rabbi Mashrur, Md. Saiful Islam, D Saha, S. M. Riazul Islam, Mohammad Ali Moni
Topics & Concepts
Convolutional neural networkComputer scienceGold standard (test)PolysomnographySleep apneaPattern recognition (psychology)Artificial intelligenceApneaHilbert–Huang transformObstructive sleep apneaBenchmark (surveying)Artificial neural networkSensitivity (control systems)Speech recognitionMedicineCardiologyInternal medicineComputer visionGeodesyElectronic engineeringGeographyEngineeringFilter (signal processing)Obstructive Sleep Apnea ResearchNon-Invasive Vital Sign MonitoringSleep and Work-Related Fatigue