Evaluating the Adaptability of a Shared Foundation Model for Electronic Health Records Across Multiple Healthcare Institutions

Adapting a pretrained electronic health records foundation model across hospitals can improve prediction performance at less cost, underscoring the effectiveness of sharing base foundation models as modular machine learning components to streamline the development of healthcare AI.