OpenHealth CDI: Governed Federated Health Data Collaboration

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Authors: Enzo Fenoglio
Cited by: 1

Abstract

OpenHealth CDI is a proof-of-concept implementation of governed federated health-data collaboration. It separates federation admission and capability governance from the analytical runtime, supports differentiated participation such as contribution without model-consumption rights, and produces signed decision evidence for ALLOW and DENY outcomes. The repository contains the implementation, governance configuration, experimental PathMNIST partitioning, tests, and benchmark material.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
22 August 2026