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20152026
most citedBayesian Set of Best Dynamic Treatment Regimes and Sample Size Determination for SMARTs with Binary Outcomes

3 citations · 4 across the 13 of their papers we have counts for

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2 papers · 1 filter

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…