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Monday, June 17 • 11:00am - 12:00pm
#106: Machine Learning and Simulations to Facilitate Clinical Trials

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Component Type: Session
Level: Intermediate
CE: ACPE 1.00 Knowledge UAN: 0286-0000-24-520-L04-P; CME 1.00; RN 1.00

The past decade has seen significant strides in machine learning and AI technologies. This session will provide an in depth investigate the various uses of machine learning and AI-based simulations within clinical development, ranging from data analysis, endpoint selection, the potential improvement of decision making within trial teams by clarifying tradeoffs to clinicians and statisticians, and more.

Learning Objectives

Describe the potential benefits of simulations in clinical trial protocol development and trial analysis, and the benefits of employing machine learning tools throughout clinical development; Discuss the novel approaches to conducting studies with such tools incorporated and relate to the regulatory guidance for adaptive trial design where relevant.

Chair

Raviv Pryluk, PhD

Speaker

Doing More with Less: Using ML to Drastically Improve Trial Simulation and Design
Raviv Pryluk, PhD

Clinical Trial Simulation: the Antidote to Wishful Thinking
Sam Miller, MSc

Digital Twins for Clinical Trials
Charles Fisher, PhD


Speakers
avatar for Raviv Pryluk

Raviv Pryluk

CEO & Co-founder, PhaseV, United States
Raviv is the co-founder & CEO of PhaseV, a technology company that leverages causal-ML and advanced software capabilities to support advanced & innovative clinical trials. Raviv holds a B.Sc. and M.Sc. in engineering from the Technion (Cum Laude) and Ph.D. in computational neuroscience... Read More →
CF

Charles Fisher

Founder and Chief Executive Officer, Unlearn.AI, United States
SM

Sam Miller

Head of Strategic Consulting, Exploristics, United Kingdom
Sam has over 25 years’ experience as a statistician in the pharmaceutical industry. At Exploristics, he oversees the Statistical Consulting team. With a BA in Mathematics from the University of Cambridge and an MSc in Statistics from University College London, Sam has broad knowledge... Read More →

Monday June 17, 2024 11:00am - 12:00pm PDT
Room 5AB San Diego Convention Center 111 W Harbor Drive, San Diego, CA 92101 USA
  02: ClinTrials -ClinOps, Session