We created a novel artificial intelligence (AI) platform, the FeatureCloud App Store!
It is based on the idea of federated, decentralised learning where only model parameters are communicated. To maximize privacy, sensitive (e.g. medical) datasets remain stored locally and are analysed behind safe firewalls of hospitals and research institutes. Only aggregate, privacy-insensitive data are exchanged. FeatureCloud will enhance worldwide collaboration, accelerate innovation, and democratise scientific data usage.