The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach.

Journal of medical Internet research（2023）

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摘要

FeatureCloud provides a ready-to-use platform that integrates the development and execution of FL algorithms while reducing the complexity to a minimum and removing the hurdles of federated infrastructure. Thus, we believe that it has the potential to greatly increase the accessibility of privacy-preserving and distributed data analyses in biomedicine and beyond.

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关键词

privacy-preserving machine learning, federated learning, interactive platform, artificial intelligence, AI store, privacy-enhancing technologies, additive secret sharing

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