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A quantitative and qualitative assessment of differential privacy's ability to support collaborative research using a real-world data analysis

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Objective: Sharing clinical data for research that is both collaborative and privacy-preserving remains a challenge. Differential privacy (DP) offers a solution by introducing noise to query results. Using the PrivateSQL DP platf... ...