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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

Where Medical Statistics Meets Artificial Intelligence. Reply.

Journal article

Hunter DJ. and Holmes C., (2023), N Engl J Med, 389, 2403 - 2404

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

Journal article

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

Bayesian Lesion Estimation with a Structured Spike-and-Slab Prior

Journal article

Menacher A. et al, (2023), Journal of the American Statistical Association

Where Medical Statistics Meets Artificial Intelligence.

Journal article

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?

Journal article

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.

Journal article

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

Learning from data with structured missingness

Journal article

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

PWSHAP: A Path-Wise Explanation Model for Targeted Variables

Conference paper

Ter-Minassian L. et al, (2023), Proceedings of Machine Learning Research, 202, 34054 - 34089

Quasi-Bayesian Nonparametric Density Estimation via Autoregressive Predictive Updates

Conference paper

Ghalebikesabi S. et al, (2023), Proceedings of Machine Learning Research, 216, 658 - 668

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

Journal article

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

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