Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers

Harry Coppock; George Nicholson; Ivan Kiskin; Vasiliki Koutra; Kieran Baker; Jobie Budd; Richard  Payne; Emma Karoune; David Hurley; Alexander Titicomb; Sabrina Egglestone; Ana Tendero Canadas; Lorraine Butler; Radka Jersakova; Jonathon Mellor; Selina Patel; Tracey Thornley; Peter Diggle; Sylvia Richardson; Josef Packham; Bjorn Schuller; Davide Pigoli; Steven Gilmour; Stephen Roberts; Chris Holmes

Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers

Harry Coppock, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Kieran Baker, Jobie Budd, Richard Payne, Emma Karoune, David Hurley, Alexander Titicomb, Sabrina Egglestone, Ana Tendero Canadas, Lorraine Butler, Radka Jersakova, Jonathon Mellor, Selina Patel, Tracey Thornley, Peter Diggle, Sylvia Richardson, Josef PackhamBjorn Schuller, Davide Pigoli, Steven Gilmour, Stephen Roberts, Chris Holmes^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

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Original language	English
Journal	Nature Machine Intelligence
Publication status	Accepted/In press - 19 Nov 2023

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nmi-audio_based-finalAccepted author manuscript, 447 KB

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Coppock, H., Nicholson, G., Kiskin, I., Koutra, V., Baker, K., Budd, J., Payne, R., Karoune, E., Hurley, D., Titicomb, A., Egglestone, S., Tendero Canadas, A., Butler, L., Jersakova, R., Mellor, J., Patel, S., Thornley, T., Diggle, P., Richardson, S., ... Holmes, C. (Accepted/In press). Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers. Nature Machine Intelligence.

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title = "Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers",

author = "Harry Coppock and George Nicholson and Ivan Kiskin and Vasiliki Koutra and Kieran Baker and Jobie Budd and Richard Payne and Emma Karoune and David Hurley and Alexander Titicomb and Sabrina Egglestone and {Tendero Canadas}, Ana and Lorraine Butler and Radka Jersakova and Jonathon Mellor and Selina Patel and Tracey Thornley and Peter Diggle and Sylvia Richardson and Josef Packham and Bjorn Schuller and Davide Pigoli and Steven Gilmour and Stephen Roberts and Chris Holmes",

year = "2023",

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Coppock, H, Nicholson, G, Kiskin, I, Koutra, V , Baker, K, Budd, J, Payne, R, Karoune, E, Hurley, D, Titicomb, A, Egglestone, S, Tendero Canadas, A, Butler, L, Jersakova, R, Mellor, J, Patel, S, Thornley, T, Diggle, P, Richardson, S, Packham, J, Schuller, B, Pigoli, D , Gilmour, S, Roberts, S & Holmes, C 2023, 'Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers', Nature Machine Intelligence.

TY - JOUR

T1 - Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers

AU - Coppock, Harry

AU - Nicholson, George

AU - Kiskin, Ivan

AU - Koutra, Vasiliki

AU - Baker, Kieran

AU - Budd, Jobie

AU - Payne, Richard

AU - Karoune, Emma

AU - Hurley, David

AU - Titicomb, Alexander

AU - Egglestone, Sabrina

AU - Tendero Canadas, Ana

AU - Butler, Lorraine

AU - Jersakova, Radka

AU - Mellor, Jonathon

AU - Patel, Selina

AU - Thornley, Tracey

AU - Diggle, Peter

AU - Richardson, Sylvia

AU - Packham, Josef

AU - Schuller, Bjorn

AU - Pigoli, Davide

AU - Gilmour, Steven

AU - Roberts, Stephen

AU - Holmes, Chris

PY - 2023/11/19

Y1 - 2023/11/19

M3 - Article

SN - 2522-5839

JO - Nature Machine Intelligence

JF - Nature Machine Intelligence

ER -