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
Generating the right evidence at the right time: Principles of a new class of flexible augmented clinical trial designs.
Journal article
Dunger-Baldauf C. et al, (2023), Clin Pharmacol Ther
A spatio-temporal framework for modelling wastewater concentration during the COVID-19 pandemic.
Journal article
Li G. et al, (2023), Environ Int, 172
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
The genetic architecture of changes in adiposity during adulthood
Preprint
Venkatesh S. et al, (2023)
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
Conference paper
Falck F. et al, (2022)
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