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Cough Audio COVID-19 Detection Via Deep Neural Network with Combined Cross Entropy and Focal Loss
­Background With the outbreak of COVID-19 caused by the coronavirus SARS-CoV-2, the severity of infection and associated fatality rates motivate the exploration for rapid and reliable screening approaches. Although reverse transcriptase-polymerase chain reaction (RT-PCR) testing is commonly adopted, coughing sounds have been found to reveal useful...
Published: 2/23/2023   |   Inventor(s): Sunil Rao, Vivek Sivaraman Narayanaswamy, Michael Esposito, Andreas Spanias
Keywords(s): COVID-19, Networks, IT, Software and Communication
Category(s): Intelligence & Security, Physical Science, Computing & Information Technology, COVID-19, Coronavirus, Medical Diagnostics/Sensors