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332 * Thu, 8/12/2021, 10:00 AM - 11:50 AM Virtual
Synthetic Clinical Trials Design to Accelerate FDA Approvals — Invited Papers
Biopharmaceutical Section, Section on Statistics in Epidemiology, Section on Statistical Learning and Data Science
Organizer(s): Choudur Lakshminarayan, Teradata Labs/The University of Texas at Austin
Chair(s): Peter Mueller, University of Texas Austin
10:05 AM Machine Learning-Enabled Real-World Evidence in Synthetic Arms Trials
Prater Edmund, The University of Texas at Arlington; Kay-Yut Chen, The University of Texas at Arlington; Sridhar Nerur, The University of Texas at Arlington
10:30 AM Incorporating External Data into the Analysis of Clinical Trials via Bayesian Additive Regression Trees
Tianjian Zhou, Colorado State University; Yuan Ji, The University of Chicago
10:55 AM A Novel Bayesian Nonparametric Method to Use Real-World Data in Clinical Trials
Noirrit Kiran Chandra, University of Texas at Austin; Peter Mueller, University of Texas Austin
11:20 AM Discussant: Choudur Lakshminarayan, Teradata Labs/The University of Texas at Austin
11:40 AM Floor Discussion