vantage6

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vantage6 is an open-source platform designed to support federated learning projects, allowing data to remain decentralized while still enabling collaborative analyses. This innovation tackles privacy and security concerns in healthcare data by ensuring that algorithms are brought to where the data is, protecting sensitive information from potential leaks. The platform is built on three foundational pillars: autonomy, heterogeneity, and flexibility, aiming to provide control, adaptability, and usability for various data types and infrastructures. It also features community engagement through resources like documentation, news updates, and workshops aimed at fostering collaboration among users.

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