5 Key Takeaways

• 1

  AI is rapidly advancing in pathology, with new FDA clearances and growing adoption, but validation for specific scanners is often overlooked.

• 2

  The Digital Pathology Association published recommendations to ensure safe and consistent implementation of AI in pathology laboratories.

• 3

  Validation of both scanners and AI algorithms is crucial, as studies show AI accuracy can decline when images are analyzed from different scanners.

• 4

  Separating the validation processes for scanners and AI algorithms is essential to identify performance issues effectively and maintain high standards.

• 5

  The recommendations emphasize the importance of pathologist oversight and proper planning to support AI integration into routine clinical practice.