Methodological developments in causal analysis and clinical decision making

Tue, Aug 8, 10:30 AM

Krishna SahaChair

Biometrics Section

6 Presentations

Submodel Approximation for Risk Prediction of a New Patient with Missing Risk Factors

10:35 AM - 10:50 AM

Tianyi Sun (Vanderbilt University)

Co-authors: Dandan Liu (Vanderbilt University Medical Center), Allison B. McCoy (Vanderbilt University Medical Center), Alan B. Storrow (Vanderbilt University Medical Center)

USING PREVIOUS LONGITUDINAL GROUP-RANDOMIZED STUDY DATA TO DESIGN A PROSPECTIVE TRIAL

10:50 AM - 11:05 AM

Alexandra Brown (State of Kansas)

Co-authors: Byron Gajewski (University of Kansas Medical Center), Matthew Mayo (University of Kansas Medical Center), Christie Befort (University of Kansas Medical Center), Edward Ellerbeck (University of Kansas Medical Center)

A simulation study to compare causal inference methods for point exposures with missing confounders

11:05 AM - 11:20 AM

Luke Benz (Harvard University, Department of Biostatistics)

Co-authors: Alexander Levis (Carnegie Mellon University), Sebastien Haneuse (Harvard T.H. Chan School of Public Health)

Sequential Adaptive Designs that Learn Optimal Individualized Treatment Rules by Utilizing Surrogate Outcomes

11:20 AM - 11:35 AM

Wenxin Zhang

Co-authors: Aaron Hudson (Fred Hutchinson Cancer Center), Maya Petersen (University of California, Berkeley), Mark Van Der Laan (UC Berkeley)

Long-Short-Term Cyclic Structural Causal Model for Time-Series Causal Discovery

11:35 AM - 11:50 AM

Wei Jin (Johns Hopkins University)

Co-authors: Yang Ni (Texas A&M University), Amanda Spence (Georgetown University), Leah Rubin (Johns Hopkins University School of Medicine), Yanxun Xu (Johns Hopkins University)

Improving Reproducibility and Cross-site Validation of EHR-based Risk Prediction Models

11:50 AM - 12:05 PM

Hyungrok Do

Co-authors: Hyungu Kahng (NYU School of Medicine), Chen Lyu, Jiyu Kim, Yoon Sang Cho (NYU School of Medicine), Binnah Choi (NYU School of Medicine), Judy Zhong

Session participants

Ana Maria Ortega-Villa (National Institutes of Health)

Participant