Talk AI in Clinical Research track
Generative AI in Clinical Research: From Model Validation to Regulatory-Ready Deployment
Tue, Mar 2, 2027 · 11:05–11:30 AM EST Rosen Shingle Creek
About this session
This talk evaluates how generative AI, multimodal models, and agentic AI are moving from research prototypes into clinical research and trial operations. Key topics include drug development, site selection, RWE/RWD, patient identification, evidence generation, and workflow automation. The talk discusses practical use cases, frameworks, and tools for AI validation, explainability, uncertainty, and trustworthy deployment. The session closes with regulatory expectations and responsible adoption of generative AI in clinical development.
Speaker
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Professor, Pathology & Laboratory Medicine, Electrical Engineering & Computer Science, and Biomedical Engineering · University of California
Speaker