28 citations · 31 across the 2 of their papers we have counts for
2 papers
stat.ME2020★ 3 cited
Personalized Dynamic Treatment Regimes in Continuous Time: A Bayesian Approach for Optimizing Clinical Decisions with Timing
William Hua, Hongyuan Mei, Sarah Zohar +2
Accurate models of clinical actions and their impacts on disease progression are critical for estimating personalized optimal dynamic treatment regimes (DTRs) in medical/health res…
cs.LG2016★ 28 cited
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves
Yanbo Xu, Yanxun Xu, Suchi Saria
We study the problem of estimating the continuous response over time to interventions using observational time series---a retrospective dataset where the policy by which the data a…