ACR's Assess-AI: A Registry for Real-World Performance Monitoring of Clinical Imaging AI
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The authors aim to describe the design and functionality of the ACR's Assess-AI registry, which is established to monitor the real-world performance of clinical imaging AI models. This registry allows facilities to submit AI outputs and associated data, enabling the evaluation of AI performance through standardized metrics and interactive analytics. By addressing gaps in post-deployment monitoring, Assess-AI seeks to enhance the governance and clinical utility of imaging AI technologies.
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