no code implementations • 29 Jun 2018 • Edward George, Prakash Laud, Brent Logan, Robert McCulloch, Rodney Sparapani
BART can uncover complex regression functions with high dimensional regressors in a fairly automatic way and provide Bayesian quantification of the uncertainty through the posterior.
no code implementations • 28 Jan 2018 • Ning Liu, Ying Liu, Brent Logan, Zhiyuan Xu, Jian Tang, Yanzhi Wang
This paper presents the first deep reinforcement learning (DRL) framework to estimate the optimal Dynamic Treatment Regimes from observational medical data.