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The Pathologist / Issues / 2025 / September / Crystal Clear: Why Image Quality Matters / Notecards
Histology Technology and innovation Laboratory management Research and Innovations Microscopy and imaging Software and hardware Histology Insights Digital Pathology

Crystal Clear: Why Image Quality Matters

How achieving diagnostic-ready image quality during scanning transforms pathology workflows and unlocks the future of computational pathology with AI

By Matthew Wildrick 09/08/2025 Technology 6 min read
article Full Article Summary Notecard

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  1. Prioritize image quality during scanning to enhance diagnostic confidence.

  2. The average rescan rate in digital pathology is 5 percent.

  3. Edge computing provides real-time analysis during scans.

  4. Advanced imaging reduces manual quality control tasks by 90 percent.

  5. Real-time volumetric imaging delivers diagnostic-ready images.

  6. Speed over quality can lead to increased operational burdens and diagnostic errors.

  7. Quality images enable better training data for AI in pathology.

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About the Author(s)

Matthew Wildrick

Senior Director of Solution Architecture, Pramana

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