Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks
Haifa Almutairi, Ghulam Mubashar Hassan, Amitava Datta
Topics & Concepts
Computer scienceArtificial intelligenceConvolutional neural networkDeep learningPolysomnographyPattern recognition (psychology)Feature engineeringFeature (linguistics)Artificial neural networkSensitivity (control systems)Wearable computerFeature extractionElectroencephalographyMachine learningSpeech recognitionMedicineEmbedded systemPsychiatryElectronic engineeringLinguisticsEngineeringPhilosophyECG Monitoring and AnalysisEEG and Brain-Computer InterfacesNon-Invasive Vital Sign Monitoring