2 citations · 2 across the 4 of their papers we have counts for
4 papers
Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference
Hengrui Cai, Huaqing Jin, Lexin Li
Estimating treatment effects from observational data is of central interest across numerous application domains. Individual treatment effect offers the most granular measure of tre…
High dimensional test for functional covariates
Huaqing Jin, Fei Jiang
As medical devices become more complex, they routinely collect extensive and complicated data. While classical regressions typically examine the relationship between an outcome and…
Oncology Dose Finding Using Approximate Bayesian Computation Design
Huaqing Jin, Wenbin Du, Guosheng Yin
In the development of new cancer treatment, an essential step is to determine the maximum tolerated dose (MTD) via phase I clinical trials. Generally speaking, phase I trial design…
Unit Information Prior for Adaptive Information Borrowing from Multiple Historical Datasets
Huaqing Jin, Guosheng Yin
In clinical trials, there often exist multiple historical studies for the same or related treatment investigated in the current trial. Incorporating historical data in the analysis…