Federated learning across simulated client datasets improved prostate MRI segmentation and cancer detection compared with local models, and configuration tuning improved detection performance.
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation
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Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study
Federated learning across simulated client datasets improved prostate MRI segmentation and cancer detection compared with local models, and configuration tuning improved detection performance.