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All Outputs (5)

Comparative judgement modeling to map forced marriage at local levels (2024)
Journal Article
Seymour, R., Nyarko-Agyei, A., Mccabe, H., Severn, K., Sirl, D., Kypraios, T., & Taylor, A. (in press). Comparative judgement modeling to map forced marriage at local levels. Annals of Applied Statistics,

Forcing someone into marriage against their will is a violation of their human rights. In 2021, the county of Nottinghamshire, UK, launched a strategy to tackle forced marriage and violence against women and girls. We set out to map the risk of force... Read More about Comparative judgement modeling to map forced marriage at local levels.

Antibody prevalence after three or more COVID-19 vaccine doses in individuals who are immunosuppressed in the UK: a cross-sectional study from MELODY (2023)
Journal Article
Pearce, F. A., Lim, S. H., Bythell, M., Lanyon, P., Hogg, R., Taylor, A., Powter, G., Cooke, G. S., Ward, H., Chilcot, J., Thomas, H., Mumford, L., McAdoo, S. P., Pettigrew, G. J., Lightstone, L., & Willicombe, M. (2023). Antibody prevalence after three or more COVID-19 vaccine doses in individuals who are immunosuppressed in the UK: a cross-sectional study from MELODY. The Lancet Rheumatology, 5(8), E461-E473. https://doi.org/10.1016/S2665-9913%2823%2900160-1

Background: In the UK, additional COVID-19 vaccine booster doses and treatments are offered to people who are immunosuppressed to protect against severe COVID-19, but how best to choose the individuals that receive these vaccine booster doses and tre... Read More about Antibody prevalence after three or more COVID-19 vaccine doses in individuals who are immunosuppressed in the UK: a cross-sectional study from MELODY.

Dynamic early warning scores for predicting clinical deterioration in patients with respiratory disease (2022)
Journal Article
Gonem, S., Taylor, A., Figueredo, G., Forster, S., Quinlan, P., Garibaldi, J. M., McKeever, T. M., & Shaw, D. (2022). Dynamic early warning scores for predicting clinical deterioration in patients with respiratory disease. Respiratory Research, 23, Article 203. https://doi.org/10.1186/s12931-022-02130-6

Background: The National Early Warning Score-2 (NEWS-2) is used to detect patient deterioration in UK hospitals but fails to take account of the detailed granularity or temporal trends in clinical observations. We used data-driven methods to develop... Read More about Dynamic early warning scores for predicting clinical deterioration in patients with respiratory disease.

Kernel Methods for Predicting Yields of Chemical Reactions (2021)
Journal Article
Haywood, A. L., Redshaw, J., Hanson-Heine, M. W., Taylor, A., Brown, A., Mason, A. M., …Hirst, J. D. (2022). Kernel Methods for Predicting Yields of Chemical Reactions. Journal of Chemical Information and Modeling, 62(9), 2077-2092. https://doi.org/10.1021/acs.jcim.1c00699

The use of machine learning methods for the prediction of reaction yield is an emerging area. We demonstrate the applicability of support vector regression (SVR) for predicting reaction yields, using combinatorial data. Molecular descriptors used in... Read More about Kernel Methods for Predicting Yields of Chemical Reactions.