ApneaNet: A hybrid 1DCNN-LSTM architecture for detection of Obstructive Sleep Apnea using digitized ECG signals
Gaurav Srivastava, Aninditaa Chauhan, Nitigya Kargeti, Nitesh Pradhan, Vijaypal Singh Dhaka
Topics & Concepts
Computer sciencePolysomnographyArtificial intelligenceApneaSleep architectureSensitivity (control systems)Gold standard (test)Deep learningSleep apneaPattern recognition (psychology)Sleep (system call)Machine learningObstructive sleep apneaMedicineCardiologyInternal medicineEngineeringElectronic engineeringOperating systemObstructive Sleep Apnea ResearchNon-Invasive Vital Sign MonitoringPhonocardiography and Auscultation Techniques