Diagnosis of COVID-19 via acoustic analysis and artificial intelligence by monitoring breath sounds on smartphones
Zhiang Chen, Muyun Li, Ruoyu Wang, Wenzhuo Sun, Jiayi Liu, Haiyang Li, Tianxin Wang, Yuan Lian, Jiaqian Zhang, Xinheng Wang
Topics & Concepts
Computer scienceConvolutional neural networkClassifier (UML)Coronavirus disease 2019 (COVID-19)Mel-frequency cepstrumFrequency domainArtificial intelligencePattern recognition (psychology)Artificial neural networkStethoscopeSpeech recognitionMachine learningData miningFeature extractionComputer visionAcousticsDiseasePathologyPhysicsInfectious disease (medical specialty)MedicineMusic and Audio ProcessingCOVID-19 diagnosis using AIPhonocardiography and Auscultation Techniques