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To do no harm - and the most good - with AI in health care.

Journal article

Goldberg CB. et al, (2024), Nature medicine

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

Journal article

Coppock H. et al, (2024), Nature Machine Intelligence

Authors’ reply to the Discussion of ‘Martingale Posterior Distributions’

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Fong E. et al, (2023), Journal of the Royal Statistical Society. Series B: Statistical Methodology, 85, 1413 - 1416

Martingale posterior distributions

Journal article

Fong E. et al, (2023), Journal of the Royal Statistical Society. Series B: Statistical Methodology, 85, 1357 - 1391

Where Medical Statistics Meets Artificial Intelligence.

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Hunter DJ. and Holmes C., (2023), The New England journal of medicine, 389, 1211 - 1219

Making the invisible visible: what can we do about biased AI in medical devices?

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Whitehead M. et al, (2023), BMJ (Clinical research ed.), 382

Optimal strategies for learning multi-ancestry polygenic scores vary across traits

Journal article

Lehmann B. et al, (2023), Nature Communications, 14

Comparison of machine learning techniques in prediction of mortality following cardiac surgery: analysis of over 220 000 patients from a large national database.

Journal article

Sinha S. et al, (2023), European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery, 63

Statistical inference with exchangeability and martingales.

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Holmes CC. and Walker SG., (2023), Philos Trans A Math Phys Eng Sci, 381

Learning from data with structured missingness

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Mitra R. et al, (2023), Nature Machine Intelligence, 5, 13 - 23

Multivariate phenotype analysis enables genome-wide inference of mammalian gene function.

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Nicholson G. et al, (2022), PLoS biology, 20

A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples.

Journal article

Martin NG. et al, (2022), Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2022, 3063 - 3067

Interoperability of statistical models in pandemic preparedness: principles and reality.

Journal article

Nicholson G. et al, (2022), Statistical science : a review journal of the Institute of Mathematical Statistics, 37, 183 - 206

Bayesian imputation of COVID-19 positive test counts for nowcasting under reporting lag

Journal article

Jersakova R. et al, (2022), JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

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