FeatureCloud is an EU-funded consortium project that is creating a novel artificial intelligence (AI) platform, the FeatureCloud AI Store, based on the ground-breaking idea to use a federated infrastructure for integrating local AI globally without transferring any primary medical data or personal information. FeatureCloud is privacy-enhancing by default. For a world of unrestricted research. For accelerated development of cures and treatments. For maximal security and privacy.

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FeatureCloud technology

Worldwide first federated all-in-one concept

The digital revolution, in particular big data and artificial intelligence (AI), offers new opportunities to transform healthcare. However, it also harbors risks to the safety of sensitive clinical data stored in critical healthcare ICT infrastructure. In particular, data exchange over the internet is perceived insurmountable, posing a roadblock hampering big -data-based medical innovations.

With FeatureCloud, we chair a pan-European transformative AI development project, which implements a software toolkit for substantially reducing cyber risks to healthcare infrastructure by employing the world-wide first federated all-in-one approach, which has two key characteristics: (1) no sensitive data is sent through any communication channels, and (2) data is not stored in one central point of attack.

FeatureCloud – Privacy-preserving federated machine learning integrating blockchain technology for reduced cyber risks in a world of distributed healthcare.