Litcius/Paper detail

Detection of obstructive sleep apnea from single-channel ECG signals using a CNN-transformer architecture

Hang Liu, Shaowei Cui, Xiaohui Zhao, Fengyu Cong

2023Biomedical Signal Processing and Control94 citationsDOI

Topics & Concepts

Computer sciencePolysomnographyArtificial intelligencePattern recognition (psychology)TransformerDeep learningReceiver operating characteristicSleep apneaApneaSpeech recognitionMachine learningMedicineCardiologyEngineeringElectrical engineeringPsychiatryVoltageObstructive Sleep Apnea ResearchAdvanced Sensor and Energy Harvesting MaterialsNeuroscience of respiration and sleep
Detection of obstructive sleep apnea from single-channel ECG signals using a CNN-transformer architecture | Litcius