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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Accelerating development of scientific evidence for medical products within the existing US regulatory framework
Rachel E Sherman1, Kathleen M Davies1, Melissa A Robb1
1US Food and Drug Administration, 10903 New Hampshire Avenue, Silver Spring, Maryland 20993, USA.
Abstract:
Growing access to diverse 'real-world' data sources is enabling new approaches to close persistent evidence gaps about the optimal use of medical products in real-world practice. Here, we argue that contrary to widespread impressions, existing FDA regulations embody sufficient flexibility to accommodate the emerging tools and methods needed to achieve this goal.
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