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Metascience

Federated Data Approaches

Implement federated data and differential privacy systems to aggregate clinical trial data from multiple sites while ensuring patient privacy.

Resources (4)

Atropos Health
Company
Oasis Laboratories
Company
IHI Project: MELLODDY - Machine learning ledger orchestration for drug discovery
Initiative
Towards General-purpose Infrastructure for Protecting Scientific Data Under Study
Research and Reviews

R&D Gaps (1)

Clinical Trials Are Poorly Optimized for Evidence Gathering

Metascience
Current clinical trial designs are not sufficiently optimized for gathering robust evidence, leading to inefficiencies and suboptimal outcomes.
Metascience
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