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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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Objective:

To explore the transformation of diagnostic pathology and the increasing necessity for subspecialization due to advancements in technology, tumor biology, and the integration of digital tools.

Key Findings:
  • The complexity of modern diagnostics necessitates subspecialization in pathology.
  • Pathologists focusing on specific areas, like genitourinary pathology, demonstrate improved diagnostic consistency.
  • Digital pathology and AI enhance efficiency and accuracy, particularly in high-volume settings, reinforcing the need for subspecialization.
Interpretation:

The shift towards subspecialization in pathology is essential for managing the increasing complexity of diagnostic information, supported by technological advancements and specific examples of improved patient outcomes.

Limitations:
  • Smaller pathology practices may struggle to implement advanced technologies due to lower case volumes, impacting diagnostic accuracy.
  • The reliance on digital platforms may create disparities in access to subspecialty expertise, affecting patient care.
Conclusion:

Subspecialization in pathology is becoming critical as diagnostic complexity grows, with digital tools and AI enhancing the role of pathologists rather than replacing them, and fostering collaboration in patient management.

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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