Comparison of causal forest and regression-based approaches to evaluate treatment effect heterogeneity: an application for type 2 diabetes precision medicine. - Ashwini Venkatasubramaniam; Bilal A. Mateen; Beverley M. Shields; Andrew T. Hattersley; Angus G. Jones; Sebastian J. Vollmer; John M. Dennis (BMC Medical Informatics Decis. Mak., 2023)

Dirichlet process mixture models to impute missing predictor data in counterfactual prediction models: an application to predict optimal type 2 diabetes therapy. - Pedro Cardoso; John M. Dennis; Jack Bowden; Beverley M. Shields; Trevelyan J. McKinley (BMC Medical Informatics Decis. Mak., 2024)