2 citations · 2 across the 3 of their papers we have counts for
4 papers
Bayesian integration G-formula for platform SMART designs allowing for adding new treatments
Xinru Wang, Meghna Bose, Bibhas Chakraborty +1
Dynamic treatment regimes (DTRs) are sequences of decision rules to guide treatment assignments in response to a patient's evolving, time-varying disease status. Sequential multipl…
Bayesian Machine Learning for Estimating Optimal Dynamic Treatment Regimes with Ordinal Outcomes
Xinru Wang, Tanujit Chakraborty, Bibhas Chakraborty
Dynamic treatment regimes (DTRs) are sequences of decision rules designed to tailor treatment based on patients' treatment history and evolving disease status. Ordinal outcomes fre…
State space model multiple imputation for missing data in non-stationary multivariate time series with application in digital Psychiatry
Xiaoxuan Cai, Xinru Wang, Li Zeng +6
Mobile technology enables unprecedented continuous monitoring of an individual's behavior, social interactions, symptoms, and other health conditions, presenting an enormous opport…
A Penalized Shared-parameter Algorithm for Estimating Optimal Dynamic Treatment Regimens
Palash Ghosh, Xinru Wang, Trikay Nalamada +3
A dynamic treatment regimen (DTR) is a set of decision rules to personalize treatments for an individual using their medical history. The Q-learning-based Q-shared algorithm has be…