Beverley M. Shields

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 2

Top Topics

Incomplete Data

Learning Models

Average Precision

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Pedro Cardoso, John M. Dennis, Jack Bowden, Beverley M. Shields, Trevelyan J. McKinley
Dirichlet process mixture models to impute missing predictor data in counterfactual prediction models: an application to predict optimal type 2 diabetes therapy. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Ashwini Venkatasubramaniam, Bilal A. Mateen, Beverley M. Shields, Andrew T. Hattersley, Angus G. Jones, Sebastian J. Vollmer, John M. Dennis
Comparison of causal forest and regression-based approaches to evaluate treatment effect heterogeneity: an application for type 2 diabetes precision medicine. BMC Medical Informatics Decis. Mak. 23 (1) (2023)