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June 3, 2024
Empowering individual health systems to validate AI models
Summary
Epic has introduced an open-source AI validation tool suite for health systems to use in validating and monitoring machine learning (ML) models integrated into electronic health records (EHR). This tool automates key aspects of the model validation process, making it more accessible to health systems that may not have extensive data science resources. By enabling local clinicians to assess these models, health systems can ensure that the AI models are safe, effective, and appropriate for their specific patient populations. This decentralization empowers end-users to fine-tune models based on local knowledge and need for real-world healthcare environments, potentially establishing Epic as a central platform in healthcare technology.
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