换一批Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures.
第一作者：
Giovanni,Costantini
第一单位：
Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy.
作者：
关键词
1E, Vowel /e/ vocal task2S, Sentence vocal task3C, Cough vocal taskAdaboostCFS, Correlation-based Feature SelectionCNN, Convolutional Neural NetworkCOVID-19ClassificationDL, Deep LearningDeep learningH, Healthy control subjectsMFCC, Mel-frequency Cepstral CoefficientsML, Machine LearningNS, Nasal SwabP, Positive subjectsPCR, Polymerase Chain Reaction-based molecular swabsPvsH, Positive versus Healthy subjects comparisonR, Recovered subjectsRF, Random ForestROC, Receiver-Operating CurveReLu, Rectified Linear UnitRvsH, Recovered versus Healthy subjects comparisonSVM, Support Vector MachineSpeech processing
DOI
10.1016/j.knosys.2022.109539
PMID
35915642
发布时间
2022-12-21
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Knowledge-based systems
2022年253卷
109539页
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