90 citations · 220 across the 7 of their papers we have counts for
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stat.ME2023
Guidance on Individualized Treatment Rule Estimation in High Dimensions
Philippe Boileau, Ning Leng, Sandrine Dudoit
Individualized treatment rules, cornerstones of precision medicine, inform patient treatment decisions with the goal of optimizing patient outcomes. These rules are generally unkno…
stat.ME2023★ 5 cited
A nonparametric framework for treatment effect modifier discovery in high dimensions
Philippe Boileau, Ning Leng, Nima S. Hejazi +2
Heterogeneous treatment effects are driven by treatment effect modifiers, pre-treatment covariates that modify the effect of a treatment on an outcome. Current approaches for uncov…