Evaluating the performance of health care artificial intelligence (AI): the role of AUPRC, AUROC, and average precision

As artificial intelligence (AI) becomes more embedded in health care, the ability to accurately evaluate AI models is critical. In medical applications, where early diagnosis and anomaly detection are often key, selecting the right performance AI metrics can determine the clinical success or failure of AI tools. If a health care AI tool claims to

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Evaluating the performance of health care artificial intelligence (AI): the role of AUPRC, AUROC, and average precision originally appeared in KevinMD.com.

 

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