Is Your Pathology AI Really Ready?

New guidance explains why validating AI across scanners is essential for safe, reliable use in routine pathology

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AI is rapidly advancing in pathology, with new FDA clearances and growing adoption, but validation for specific scanners is often overlooked.
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The Digital Pathology Association published recommendations to ensure safe and consistent implementation of AI in pathology laboratories.
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Validation of both scanners and AI algorithms is crucial, as studies show AI accuracy can decline when images are analyzed from different scanners.
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Separating the validation processes for scanners and AI algorithms is essential to identify performance issues effectively and maintain high standards.
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The recommendations emphasize the importance of pathologist oversight and proper planning to support AI integration into routine clinical practice.

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