End-to-end convolutional neural network enables COVID-19 detection from breath and cough audio: a pilot study.

Harry CoppockAlex GaskellPanagiotis TzirakisAlice BairdLyn JonesBjörn Schuller

Published in: BMJ innovations (2021)

This study offers a proof of concept for diagnosing COVID-19 using cough and breath audio signals and motivates a comprehensive follow-up research study on a wider data sample, given the evident advantages of a low-cost, highly scalable digital COVID-19 diagnostic tool.

Keyphrases

coronavirus disease
sars cov
convolutional neural network
low cost
deep learning
big data
artificial intelligence
loop mediated isothermal amplification