FedWSIDD distills synthetic slides at each hospital, aggregates them at a server, distributes them to all hospitals, and uses them as extra training data to improve local whole slide image classifiers with heterogeneous models.
JAMA318(22), 2199–2210 (2017)
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FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation
FedWSIDD distills synthetic slides at each hospital, aggregates them at a server, distributes them to all hospitals, and uses them as extra training data to improve local whole slide image classifiers with heterogeneous models.