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Real-World Performance of AI in Screening for Diabetic Retinopathy

JAMA Medical News

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Navigating Challenges in AI Deployment for Diabetic Retinopathy Screening

This chapter explores the real-world challenges of deploying AI technology for screening diabetic retinopathy, focusing on the necessity of validating models beyond their initial training. It addresses concerns about image drift and the impact of diverse patient demographics, camera advancements, and technician skills on AI performance in clinical settings.

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