A bimodal feature fusion convolutional neural network for detecting obstructive sleep apnea/hypopnea from nasal airflow and oximetry signals
Dandan Peng, Huijun Yue, Wenjun Tan, Wenbin Lei, Guozhu Chen, Wen Shi, Yanchun Zhang
Topics & Concepts
Obstructive sleep apneaPolysomnographyComputer scienceConvolutional neural networkArtificial intelligenceHypopneaMedicineFeature (linguistics)Sleep medicineBreathingFeature extractionPattern recognition (psychology)Deep learningPulse oximetryApneaMachine learningSpeech recognitionSleep disorderCardiologyInternal medicineAnesthesiaPsychiatryLinguisticsCognitionPhilosophyObstructive Sleep Apnea ResearchNeuroscience of respiration and sleepVoice and Speech Disorders