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FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells

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Background: Segmentation models for clinical data experience severe performance degradation when trained on a single client from one domain and distributed to other clients from different domain. Federated Learning (FL) provides ... ...