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Mean predicted dice similarity coefficient (DSC) over 10 institutions trained with CWT, FedAVG, FedAVG+Share, and the proposed FedReplay on BraTs 2017, as a comparison to the benchmark method (Central) on the centrally hosted data. Our FedReplay outperforms all the competing collaborative learning methods on the real-world federated dataset.
