Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
(2024)
Journal Article
Coppock, H., Nicholson, G., Kiskin, I., Koutra, V., Baker, K., Budd, J., Payne, R., Karoune, E., Hurley, D., Titcomb, A., Egglestone, S., Tendero Cañadas, A., Butler, L., Jersakova, R., Mellor, J., Patel, S., Thornley, T., Diggle, P., Richardson, S., Packham, J., …Holmes, C. (2024). Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers. Nature Machine Intelligence, 6, 229-242. https://doi.org/10.1038/s42256-023-00773-8
Recent work has reported that respiratory audio-trained AI classifiers can accurately predict SARS-CoV-2 infection status. However, it has not yet been determined whether such model performance is driven by latent audio biomarkers with true causal li... Read More about Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers.