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News/Toward Production-Ready Federated Learning in Healthcare: Privacy, Orchestration, and Governance in MLOps
arxiv
PublishedJuly 15, 2026 at 4:00 AM

Toward Production-Ready Federated Learning in Healthcare: Privacy, Orchestration, and Governance in MLOps

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arXiv:2607.10467v2 Announce Type: replace-cross Abstract: Healthcare organizations often cannot freely centralize patient data because medical records are sensitive, regulated, and institutionally controlled. Federated learning offers a practical alternative by allowing hospitals and clinics to trai

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