3 papers
stat.ME2024
From Estimands to Robust Inference of Treatment Effects in Master Protocol Trials
Yuhan Qian, Yifan Yi, Jun Shao +5
Master protocol trials use a single overarching protocol to evaluate multiple interventions, diseases, or disease subtypes, where individuals are often randomized to different subs…
stat.AP2017
A Novel Tool to Evaluate the Accuracy of Predicting Survival in Cystic Fibrosis
Aasthaa Bansal, Nicole Mayer-Hamblett, Christopher H. Goss +1
Background: Effective allocation of limited donor lungs in cystic fibrosis (CF) requires accurate survival predictions, so that high-risk patients may be prioritized for transplant…
stat.ME2015
Residual Weighted Learning for Estimating Individualized Treatment Rules
Xin Zhou, Nicole Mayer-Hamblett, Umer Khan +1
Personalized medicine has received increasing attention among statisticians, computer scientists, and clinical practitioners. A major component of personalized medicine is the esti…