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From Model Approval to Interface Governance: Federated Learning, Lifecycle Accountability, and AI-Enabled Software as a Medical Device

AI-enabled Software as a Medical Device (AI-SaMD) is increasingly governed through lifecycle instruments such as predetermined change control plans and Good Machine Learning Practice. Federated learning has been advanced as a privacy-preserving alternative to centralized training, but it destabilizes a foundational ass...

Ben Liu · 0 citations

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