Hypoglycemic Agents/therapeutic use

Mizani, M. A., Dashtban, A. ., Pasea, L. ., Zeng, Q. ., Khunti, K. ., Valabhji, J. ., … Banerjee, A. . (2024). Identifying subtypes of type 2 diabetes mellitus with machine learning: development, internal validation, prognostic validation and medication burden in linked electronic health records in 420 448 individuals. BMJ Open Diabetes Res Care, 12. http://doi.org/10.1136/bmjdrc-2024-004191
Venkatasubramaniam, A. ., Mateen, B. A., Shields, B. M., Hattersley, A. T., Jones, A. G., Vollmer, S. J., & Dennis, J. M. (2023). Comparison of causal forest and regression-based approaches to evaluate treatment effect heterogeneity: an application for type 2 diabetes precision medicine. BMC Med Inform Decis Mak, 23, 110. http://doi.org/10.1186/s12911-023-02207-2
Dennis, J. M., Young, K. G., McGovern, A. P., Mateen, B. A., Vollmer, S. J., Simpson, M. D., … Shields, B. M. (2022). Development of a treatment selection algorithm for SGLT2 and DPP-4 inhibitor therapies in people with type 2 diabetes: a retrospective cohort study. Lancet Digit Health, 4, e873-e883. http://doi.org/10.1016/s2589-7500(22)00174-1