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End-to end decision support system for sleep apnea detection and Apnea-Hypopnea Index calculation using hybrid feature vector and Machine learning

Recep Sinan Arslan, Hasan Ulutaş, Ahmet Sertol Köksal, Mehmet Bakır, Bülent Çiftçi

2023Journal of Applied Biomedicine10 citationsDOI

Topics & Concepts

Support vector machineSleep apneaApneaPolysomnographyArtificial intelligenceComputer scienceRandom forestMedicineHypopneaPattern recognition (psychology)Sleep StagesMachine learningInternal medicineObstructive Sleep Apnea ResearchSleep and Work-Related FatigueAdvanced Sensor and Energy Harvesting Materials
End-to end decision support system for sleep apnea detection and Apnea-Hypopnea Index calculation using hybrid feature vector and Machine learning | Litcius