51 citations · 95 across the 12 of their papers we have counts for
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stat.AP2023★ 1 cited
Designing a Bayesian adaptive clinical trial to evaluate novel mechanical ventilation strategies in acute respiratory failure using Integrated Nested Laplace Approximations
Reyhaneh Hosseini, Ziming Chen, Ewan Goligher +7
Background: We aimed to design a Bayesian adaption trial through extensive simulations to determine values for key design parameters, demonstrate error rates, and establish the exp…
stat.AP2022★ 22 cited
A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial
Xinyuan Chen, Michael O. Harhay, Guangyu Tong +1
Motivated by the Acute Respiratory Distress Syndrome Network (ARDSNetwork) ARDS respiratory management (ARMA) trial, we developed a flexible Bayesian machine learning approach to e…