BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

16 May 2019Abhijit Guha RoyShayan SiddiquiSebastian PölsterlNassir NavabChristian Wachinger

Access to sufficient annotated data is a common challenge in training deep neural networks on medical images. As annotating data is expensive and time-consuming, it is difficult for an individual medical center to reach large enough sample sizes to build their own, personalized models... (read more)

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