46 citations · 79 across the 16 of their papers we have counts for
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stat.ME2023
A Bayesian joint model for mediation analysis with matrix-valued mediators
Zijin Liu, Zhihui Liu, Ali Hosni +3
Unscheduled treatment interruptions may lead to reduced quality of care in radiation therapy (RT). Identifying the RT prescription dose effects on the outcome of treatment interrup…
stat.ME2023
Multiply Robust Estimator Circumvents Hyperparameter Tuning of Neural Network Models in Causal Inference
Mehdi Rostami, Olli Saarela
Estimation of the Average Treatment Effect (ATE) is often carried out in 2 steps, wherein the first step, the treatment and outcome are modeled, and in the second step the predicti…
stat.ME2023
A marginal structural model for normal tissue complication probability
Thai-Son Tang, Zhihui Liu, Ali Hosni +2
The goal of radiation therapy for cancer is to deliver prescribed radiation dose to the tumor while minimizing dose to the surrounding healthy tissues. To evaluate treatment plans,…