ModelAuditor is an LLM agent that audits clinical imaging models, selects metrics and shifts, proposes targeted augmentations, and recovers part of the performance lost under real-world distribution shifts.
Food and Drug Administration: Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a Medical Device (SaMD) Action Plan
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An autonomous agent for auditing and improving the reliability of clinical AI models
ModelAuditor is an LLM agent that audits clinical imaging models, selects metrics and shifts, proposes targeted augmentations, and recovers part of the performance lost under real-world distribution shifts.