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Systematic review of automated sleep apnea detection based on physiological signal data using deep learning algorithm: a meta-analysis approach

Praveen K. Tyagi, Dheeraj Agarwal

2023Biomedical Engineering Letters16 citationsDOIOpen Access PDF

Topics & Concepts

Computer sciencePolysomnographyMachine learningArtificial intelligenceSleep apneaField (mathematics)F1 scoreAlgorithmDeep learningNaive Bayes classifierPopulationData miningApneaMedicinePsychiatrySupport vector machineCardiologyPure mathematicsMathematicsEnvironmental healthObstructive Sleep Apnea ResearchNon-Invasive Vital Sign MonitoringEEG and Brain-Computer Interfaces
Systematic review of automated sleep apnea detection based on physiological signal data using deep learning algorithm: a meta-analysis approach | Litcius