Multiscale entropy analysis of single lead ECG and ECG derived respiration for AI based prediction of sleep apnea events
Debanjan Parbat, Monisha Chakraborty
Topics & Concepts
Sleep apneaComputer scienceArtificial intelligencePattern recognition (psychology)Heart rate variabilityNaive Bayes classifierApneaThresholdingFeature extractionFalse positive rateEntropy (arrow of time)Sleep StagesMachine learningPolysomnographyHeart rateSupport vector machineMedicineCardiologyInternal medicineImage (mathematics)Quantum mechanicsBlood pressurePhysicsHeart Rate Variability and Autonomic ControlNon-Invasive Vital Sign MonitoringAdvanced Chemical Sensor Technologies