Enhancing Clinical Trial Oversight: Using Statistical Outlier Detection with Generative AI for Protocol Deviation Analysis
Wednesday, June 17, 2026 10:15 AM to 11:30 AM · 1 hr. 15 min. (America/New_York)
TBD
03: Data-Tech-AI10: Stats-EvidenceGeneration-RWE
Information
In this session, we demonstrate an integrated approach that uses bootstrap-based statistical outlier detection and generative AI to identify and characterize clinical investigator sites that underreport or overreport protocol deviations.
CE
ACPECMERN
Session Level
Intermediate
Featured Topics
Artificial IntelligenceDigital Enablement and Modernization
Learning Objectives
Describe the core principles of Gen AI and explain their relevance to clinical operations; Identify practical considerations for implementing AI for clinical trial oversight; Illustrate how combing a statistical bootstrap-based method with Gen AI can identify clinical investigator sites that significantly underreport or overreport clinical protocol deviations.
