Automatic Sleep Scoring Toolbox and Its Application in Sleep Apnea
Yan R, Li F, Wang X, Ristaniemi T, Cong F. Automatic Sleep Scoring Toolbox and Its Application in Sleep Apnea. Communications In Computer And Information Science 2020, 1247: 256-275. DOI: 10.1007/978-3-030-52686-3_11.Peer-Reviewed Original ResearchFeature extractionExpedite sleep researchPhase of feature extractionAutomatic sleep scoringTime-frequency charactersUser-friendly interfaceMulti-signal processingSignal preprocessingRandom forest algorithmTarget classEntropy characterSleep-disordered breathingForest algorithmTime-frequencySignal typesSleep apneaAutomatic processingSleep scoresDegree of sleep-disordered breathingAccuracyFrequency characterToolboxStatistical characterClassifierSleep research
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