This talk was presented by Dr. Khaled El Emam at the 5th annual OSIC AI/Biomarker Innovation Showcase & Member Meeting that took place in Barcelona, Spain on September 5, 2026.
In this presentation, Dr. El Emam discusses the learnings that he and his team have gained through their experience developing synthetic data generation methods and applying them in practice. The focus is on two main use cases for synthetic data: Privacy protection and Data augmentation.
Dr. Kevin Brown of National Jewish Health chaired the meeting, which featured bold ideas, breakthrough thinking, insightful presentations, and collaborative discussions, all focused on advancing ILD, ILA, and rare lung disease research.
Presentation video and slides can be accessed below.