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External Control Arms

Build smarter control groups with fit-for-purpose real-world patient cohorts.

Shorter timelines. Stronger evidence.

Based on a proven methodology built upon 30+ years of experience, TriNetX external control arms (ECAs) help you with timely, representative, granular, and fit-for-purpose control groups.

Designed for studies where randomized controls are impractical, our experts will guide you through set-up, regulations, and execution as we use real-world patient data in lieu of additional patient recruitment, reducing costs and timelines while generating robust, regulation-ready evidence to support your trial.

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Navigate regulatory uncertainty with confidence

Strengthen your HTA and EMA submissions with representative, fit-for-purpose ECAs designed for regulatory readiness.

Our methodology ensures scientifically sound data and processes, delivering evidence that regulators can trust and increasing your chances of a successful submission.

Overcome data and implementation challenges

TriNetX ECAs maintain the integrity of your analyses and results while helping you gain deeper insights into treatment impact. You can even generate supplementary control information for prospective experimental arms.

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Want to learn more?

Explore our insights

Clinical Data Enrichment: Recovering Smoking Status to Improve Trial Feasibility & AI Performance
Case Studies

By applying TriNetX’s AI-driven, human-in-the-loop extraction from unstructured clinical notes, organizations can significantly improve data completeness and recover clinically meaningful variables at scale.

TriNetX Appoints August Calhoun Chief Executive Officer
Press Releases

TriNetX, The Global Truth Engine for Better Human Health™ and operator of the world’s leading federated health data network, today announced the appointment of August Calhoun as Chief Executive Officer, effective immediately.

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Blogs

When the data foundation is right, clinical AI performance isn’t marginally better than the average. It’s in a different category.

A Message from the Chief Scientific Officer: Helping Our Partners Win Grants: Data, Expertise, and Support from Proposal to Publication
Blogs

Jeff Brown takes some time to emphasize something important: TriNetX is here not only as a data partner, but as a research partner, and we want to help you win grants.

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