2 papers
math.ST2024
Constructing optimal treatment length strategies to maximize quality-adjusted lifetimes
Hao Sun, Ashkan Ertefaie, Luke Duttweiler +1
Real-world clinical decision making is a complex process that involves balancing the risks and benefits of treatments. Quality-adjusted lifetime is a composite outcome that combine…
math.ST2023
Nonparametric estimation of a covariate-adjusted counterfactual treatment regimen response curve
Ashkan Ertefaie, Luke Duttweiler, Brent A. Johnson +1
Flexible estimation of the mean outcome under a treatment regimen (i.e., value function) is the key step toward personalized medicine. We define our target parameter as a condition…