1 citations · 1 across the 4 of their papers we have counts for
4 papers
Optimal individualized treatment regimes for survival data with competing risks
Christina W. Zhou, Nikki L. B. Freeman, Katharine L. McGinigle +1
Precision medicine leverages patient heterogeneity to estimate individualized treatment regimens, formalized, data-driven approaches designed to match patients with optimal treatme…
Functional Individualized Treatment Regimes with Imaging Features
Xinyi Li, Michael R. Kosorok
Precision medicine seeks to discover an optimal personalized treatment plan and thereby provide informed and principled decision support, based on the characteristics of individual…
Dynamic treatment regime characterization via value function surrogate with an application to partial compliance
Nikki L. B. Freeman, Sydney E. Browder, Katharine L. McGinigle +1
Precision medicine is a promising framework for generating evidence to improve health and health care. Yet, a gap persists between the ever-growing number of statistical precision…
Risk-Adjusted Incidence Modeling on Hierarchical Survival Data with Recurrent Events
Xiaotong Jiang, William Stoudemire, Marianne S. Muhlebach +1
There is a constant need for many healthcare programs to timely address problems with infection prevention and control (IP&C). For example, pathogens can be transmitted among patie…