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CC = Walter E. Washington Convention Center   M = Marriott Marquis Washington, DC
* = applied session       ! = JSM meeting theme

Activity Details

361 * ! Wed, 8/10/2022, 8:30 AM - 10:20 AM CC-202B
Using Statistical Foundations to Demonstrate Effectiveness of ML/AI Algorithms for Clinical Utility — Invited Papers
Biopharmaceutical Section, Section on Statistical Learning and Data Science, Health Policy Statistics Section
Organizer(s): Charmaine Demanuele, Pfizer; Stephen J Ruberg, Analytix Thinking, LLC
Chair(s): Sandeep M Menon, Pfizer, Inc.
8:35 AM Deep Learning for Image Analysis - Initial Development of Digital Diagnostic/Prognostic Algorithms: Analogies and Lessons Learned from Drug Development
Chong Duan, Pfizer
9:00 AM Optimizing Digital Diagnostic/Prognostics Algorithms: A New Framework and Approach Beyond Area Under the Receiver Operating Characteristic Curve
Stephen J Ruberg, Analytix Thinking, LLC
9:25 AM Clinical Trial Designs to Estimate the Effect of a Digital Diagnostic/Prognostic Algorithm in Clinical Practice: Application of Cluster-Randomized Designs
Liz Turner, Duke University
9:50 AM Discussant: John Quackenbush, Harvard T.H. Chan School of Public Health
10:15 AM Floor Discussion
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