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The Pathologist / Issues / 2026 / April / The Future of Subspecialization in Pathology
Digital and computational pathology Profession Professional Development Digital Pathology Voices in the Community Training and education Opinion and Personal Narratives Career Pathways

The Future of Subspecialization in Pathology

Does digital pathology and artificial intelligence strengthen the subspecialty model?

By Dariusz Borys 04/17/2026 Opinion 3 min read
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5 Key Takeaways
  • 1

    Diagnostic pathology is transforming due to advances in tumor biology, molecular genetics, and targeted therapies, necessitating subspecialization.

  • 2

    The traditional model of generalist pathologists is strained by the complexity of modern diagnostics, requiring deeper expertise in specific areas.

  • 3

    Subspecialization enhances diagnostic accuracy and consistency, particularly in challenging cases like prostate biopsies, impacting patient management.

  • 4

    Digital pathology and AI improve efficiency and standardization, allowing pathologists to focus on diagnostically relevant features and collaborate effectively.

  • 5

    The evolving landscape of pathology emphasizes the importance of subspecialization while maintaining the essential role of general pathology practices.

This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.

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About the Author(s)

Dariusz Borys

Orthopaedic Pathologist at Hospital for Special Surgery, New York; Professor of Pathology and Orthopaedic Surgery at New York Medical College

More Articles by Dariusz Borys

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