The Pathologist / Issues / 2025 / Aug / AI in Pathology: The Six Pillars of Progress / Notecards
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AI in Pathology: The Six Pillars of Progress

Generative tools are adding synthetic data, seamless reporting, and multimodal analysis to an already expanding AI toolkit

By Marilyn Bui, Ghulam Rasool 08/21/2025 Technology 5 min read

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  1. AI enhances accuracy and efficiency in pathology.

  2. Key algorithm areas: detection, classification, quantification, prognosis, prediction, and workflow improvement.

  3. Generative AI aids in creating synthetic training data.

  4. AI tools improve HER2 status assessment reliability.

  5. AI can predict treatment responses, tailoring patient care.

  6. Integration of diverse medical data supports accurate diagnoses.

About the Author(s)

Marilyn Bui

Marilyn Bui is Senior Member, Professor of Pathology, and Scientific Director of the Analytic Microscopy Core at Moffitt Cancer Center & Research Institute, in Tampa, FL USA

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Ghulam Rasool

Ghulam Rasool is Assistant Member of Machine Learning at Moffitt Cancer Center & Research Institute, in Tampa, FL USA

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