Acoustery Voice Biomarkers
Vocal biomarkers empowered by technology allow us to create a disruptive new method for diagnosing many illnesses in a matter of seconds.
The Technology
Vocal biomarkers empowered by technology allow us to create a disruptive new method for diagnosing many illnesses in a matter of seconds. Methods: A recurrent network with a convolutional neural network as an encoder and an attention mechanism is used. A database of about 3000 records of coughing was collected. The data was collected through the Acoustery mobile application in hospitals in Russia, Belarus and Kazakhstan from April 2020 to October 2020.
“Because of the outbreak of coronavirus infection, healthcare systems are faced with the lack of medical professionals. We present a system for the differential diagnosis of coronavirus disease, based on deep learning techniques, which can be implemented in clinics.”
Dmitry MikhaylovNational University of Singapore