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CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
* = applied session ! = JSM meeting theme
Activity Details
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361 * !
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Wed, 8/10/2022,
8:30 AM -
10:20 AM
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CC-202B
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Using Statistical Foundations to Demonstrate Effectiveness of ML/AI Algorithms for Clinical Utility — Invited Papers
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Biopharmaceutical Section, Section on Statistical Learning and Data Science, Health Policy Statistics Section
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Organizer(s): Charmaine Demanuele, Pfizer; Stephen J Ruberg, Analytix Thinking, LLC
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Chair(s): Sandeep M Menon, Pfizer, Inc.
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8:35 AM
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Deep Learning for Image Analysis - Initial Development of Digital Diagnostic/Prognostic Algorithms: Analogies and Lessons Learned from Drug Development
Chong Duan, Pfizer
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9:00 AM
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Optimizing Digital Diagnostic/Prognostics Algorithms: A New Framework and Approach Beyond Area Under the Receiver Operating Characteristic Curve
Stephen J Ruberg, Analytix Thinking, LLC
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9:25 AM
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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
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9:50 AM
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Discussant: John Quackenbush, Harvard T.H. Chan School of Public Health
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10:15 AM
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Floor Discussion
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Video Available to all JSM Registered Attendees. Please login to view.
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