Federated partially supervised learning with limited decentralized medical images

Data government has played an instrumental role in securing the privacy-critical infrastructure in the medical domain and has led to an increased need of federated learning (FL). While decentralization can limit the effectiveness of standard supervised learning, the impact of decentralization on par...

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Bibliographic Details
Main Authors: Dong, N, Kampffmeyer, M, Voiculescu, I, Xing, E
Format: Journal article
Language:English
Published: IEEE 2022