vantage6 is an open-source platform for supporting the development of federated learning projects. It addresses privacy concerns in collaborative data analysis by bringing algorithms to the data, not the other way around. Built on three pillars (Infrastructure, Algorithms, Data) and guided by principles of autonomy, heterogeneity, and flexibility, vantage6 allows for analysis of data from multiple sources while minimizing data leaks. The platform includes features like an algorithm store and a researcher user interface for easy analysis management. It also boasts integrations with OMOP and OHDSI tools.
• open-source
• federated learning
• privacy-preserving
• collaborative analysis
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