Methodological Developments to Inform Medical Decision Making

Thu, Aug 10, 10:30 AM

Luca SartoreChair

Biometrics Section

6 Presentations

Estimating optimal individualized treatment rules with multistate processes

10:35 AM - 10:50 AM

Giorgos Bakoyannis (Indiana University)

Estimation and Evaluation of Individualized Treatment Rules Following Multiple Imputation

10:50 AM - 11:05 AM

Jenny Shen

Co-authors: Kristin Linn (University of Pennsylvania), Rebecca Hubbard (University of Pennsylvania)

Incorporating physician input for ITR estimation in settings with multiple outcomes of interest

11:05 AM - 11:20 AM

Kushal Shah

Co-authors: Haoda Fu (Eli Lilly and Company), Anna Kahkoska (Department of Nutrition, University of North Carolina at Chapel Hill), Michael Kosorok (University of North Carolina at Chapel Hill)

Inference for Optimal Treatment Rules under Stratum-wise Constraints for Discrete Rules

11:20 AM - 11:35 AM

Nina Galanter (University of Washington)

Co-authors: Marco Carone (University of Washington), Alex Luedtke

Integrated analysis of SMARTs and observational studies for estimation of dynamic treatment regimes

11:35 AM - 11:50 AM

Anna Batorsky (UNC-Chapel Hill)

Co-authors: Donglin Zeng (University of North Carolina), Kevin Anstrom (UNC-Chapel Hill)

Optimal when-to-treat policies under dynamic resource constraints

11:50 AM - 12:05 PM

Tarek Zikry

Co-authors: Tianyi Liu, Nikki Freeman (University of North Carolina at Chapel Hill), Nicolas Savy (Toulouse Institute of Mathematics), Michael Kosorok (University of North Carolina at Chapel Hill)

Session participants

Ana Maria Ortega-Villa (National Institutes of Health)

Participant