61 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of ManchesterGB23 papers
- NIHR Manchester Biomedical Research CentreGB7 papers
- Manchester University NHS Foundation TrustGB4 papers
- The Alan Turing InstituteGB4 papers
- University of CambridgeGB4 papers
- Arthritis UKGB3 papers
- Amsterdam University Medical CentersNL2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Keele UniversityGB2 papers
- KU LeuvenBE2 papers
- Leiden University Medical CenterNL2 papers
- London School of Hygiene & Tropical MedicineGB2 papers
5 papers · 1 filter
How to develop, externally validate, and update multinomial prediction models
Celina K Gehringer, Glen P Martin, Ben Van Calster +3
Multinomial prediction models (MPMs) have a range of potential applications across healthcare where the primary outcome of interest has multiple nominal or ordinal categories. Howe…
Risk-based decision making: estimands for sequential prediction under interventions
Kim Luijken, Paweł Morzywołek, Wouter van Amsterdam +14
Prediction models are used amongst others to inform medical decisions on interventions. Typically, individuals with high risks of adverse outcomes are advised to undergo an interve…
How do dataset characteristics affect the performance of propensity score methods and regression for controlling confounding in observational studies? A simulation study
J. Wilkinson, M. A. Mamas, E. Kontopantelis
In observational studies, researchers must select a method to control for confounding. Options include propensity score methods and regression. It remains unclear how dataset chara…
A scoping review of causal methods enabling predictions under hypothetical interventions
Lijing Lin, Matthew Sperrin, David A. Jenkins +2
Background and Aims: The methods with which prediction models are usually developed mean that neither the parameters nor the predictions should be interpreted causally. However, wh…
Clinical Prediction Models to Predict the Risk of Multiple Binary Outcomes: a comparison of approaches
Glen P. Martin, Matthew Sperrin, Kym I. E. Snell +2
Clinical prediction models (CPMs) are used to predict clinically relevant outcomes or events. Typically, prognostic CPMs are derived to predict the risk of a single future outcome.…