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Semi-Unsupervised Learning: Clustering and Classifying using Ultra-Sparse Labels

Conference paper

Willetts M. et al, (2020), Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020, 5286 - 5295

Epidemiological changes on the Isle of Wight after the launch of the NHS Test and Trace programme: a preliminary analysis.

Journal article

Kendall M. et al, (2020), The Lancet. Digital health, 2, e658 - e666

Correction to: Graphing and reporting heterogeneous treatment effects through reference classes.

Journal article

Watson JA. and Holmes CC., (2020), Trials, 21

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

Journal article

Cruz Rivera S. et al, (2020), The Lancet Digital Health, 2, e549 - e560

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

Journal article

Cruz Rivera S. et al, (2020), Nature Medicine, 26, 1351 - 1363

NRF2 metagene signature is a novel prognostic biomarker in colorectal cancer.

Journal article

O'Cathail SM. et al, (2020), Cancer genetics, 248-249, 1 - 10

Machine learning improves mortality risk prediction after cardiac surgery: Systematic review and meta-analysis.

Journal article

Benedetto U. et al, (2020), The Journal of thoracic and cardiovascular surgery

On the marginal likelihood and cross-validation

Journal article

Fong E. and Holmes CC., (2020), Biometrika, 107, 489 - 496

Graphing and reporting heterogeneous treatment effects through reference classes.

Journal article

Watson JA. and Holmes CC., (2020), Trials, 21

Testing for dependence on tree structures.

Journal article

Behr M. et al, (2020), Proceedings of the National Academy of Sciences of the United States of America

A framework for adaptive mcmc targeting multimodal distributions

Journal article

Pompe E. et al, (2020), Annals of Statistics, 48, 2930 - 2952

Improving the quality of machine learning in health applications and clinical research

Journal article

Mateen BA. et al, (2020), Nature Machine Intelligence

Author Correction: Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed.

Journal article

CONSORT-AI and SPIRIT-AI Steering Group None., (2019), Nature medicine, 25

Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed.

Journal article

CONSORT-AI and SPIRIT-AI Steering Group None., (2019), Nature medicine, 25, 1467 - 1468

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