A rapid review on the application of common data models in healthcare: Recommendations for data governance and federated learning in artificial intelligence development

Abstract

Development and implementation of CDMs is a collaborative and iterative process, highly affected by the boundaries set by the individual federated learning partners, and the nature of their data. Interdisciplinary collaboration in application of CDMs for federated learning and data governance of health data is mandatory, with a call to increase domain expert involvement in data management.

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