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University of Virginia
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Federated differentially private data synthesis can now achieve utility comparable to centralized approaches, even with heterogeneous data distributions, thanks to a novel framework that smartly handles noise and redundancy.
Radiologists and AI can mutually reinforce each other's diagnostic accuracy by integrating visual cognition traces into a collaborative network for chest X-ray diagnosis.