10 citations · 12 across the 4 of their papers we have counts for
4 papers
Selecting Biomarkers for building optimal treatment selection rules using Kernel Machines
Sayan Dasgupta, Ying Huang
Optimal biomarker combinations for treatment-selection can be derived by minimizing total burden to the population caused by the targeted disease and its treatment. However, when m…
Test for Incremental Value of New Biomarkers Based on OR Rules
Lu Wang, Ying Huang, Alexander R Luedtke
In early detection of disease, a single biomarker often has inadequate classification performance, making it important to identify new biomarkers to combine with the existing marke…
Evaluation of Treatment Effect Modification by Biomarkers Measured Pre- and Post-randomization in the Presence of Non-monotone Missingness
Yingying Zhuang, Ying Huang, Peter B. Gilbert
In vaccine studies, investigators are often interested in studying effect modifiers of clinical treatment efficacy by biomarker-based principal strata, which is useful for selectin…
Logistic regression analysis with standardized markers
Ying Huang, Margaret S. Pepe, Ziding Feng
Two different approaches to analysis of data from diagnostic biomarker studies are commonly employed. Logistic regression is used to fit models for probability of disease given mar…