AIBullisharXiv โ CS AI ยท 5h ago6/10
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Learning, Potential, and Retention: An Approach for Evaluating Adaptive AI-Enabled Medical Devices
Researchers introduce a new framework for evaluating adaptive AI models in medical devices, using three key measurements: learning, potential, and retention. The approach addresses challenges in assessing AI systems that continuously update, providing insights for regulatory oversight of adaptive medical AI safety and effectiveness.