2.7k citations · 3.1k across the 21 of their papers we have counts for
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stat.ME2021
Evaluating Treatment Prioritization Rules via Rank-Weighted Average Treatment Effects
Steve Yadlowsky, Scott Fleming, Nigam Shah +2
There are a number of available methods for selecting whom to prioritize for treatment, including ones based on treatment effect estimation, risk scoring, and hand-crafted rules. W…
stat.ML2021
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Stephen R. Pfohl, Haoran Zhang, Yizhe Xu +3
Predictive models for clinical outcomes that are accurate on average in a patient population may underperform drastically for some subpopulations, potentially introducing or reinfo…