How AI describes FeatureCloud

FeatureCloud is an all-in-one platform to run, develop, and publish federated and privacy-preserving machine learning algorithms, with a focus on healthcare. It enables federated learning, differential privacy, and secure multi-party computation so data remains behind local firewalls and no sensitive patient data is exchanged. The platform supports collaboration across institutions via project management, developer APIs, and an App Store to publish federated AI solutions, and it is funded by the EU's Horizon 2020 program.