A model for obstructive sleep apnea detection using a multi-layer feed-forward neural network based on electrocardiogram, pulse oxygen saturation, and body mass index
Zufei Li, Yanru Li, Guoqiang Zhao, Xiaoqing Zhang, Wen Xu, Demin Han
Topics & Concepts
Receiver operating characteristicObstructive sleep apneaArtificial neural networkPolysomnographyLinear discriminant analysisMedicineArtificial intelligenceSupport vector machineLogistic regressionBody mass indexSleep apneaMachine learningApneaPattern recognition (psychology)Computer scienceCardiologyInternal medicineObstructive Sleep Apnea ResearchNon-Invasive Vital Sign MonitoringCardiovascular and Diving-Related Complications