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Updated: Sep 2, 2025

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
05:33

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System

Published on: July 11, 2025

215

Digital pathology - Rising to the challenge.

Heather Dawson1

  • 1Institute of Pathology, University of Bern, Bern, Switzerland.

Frontiers in Medicine
|August 8, 2022
PubMed
Summary

Implementing digital diagnostics in pathology labs requires careful planning and structured execution. This review offers practical guidance on overcoming challenges for successful digital workflow adoption.

Area of Science:

  • Pathology
  • Medical Diagnostics
  • Digital Health

Background:

  • Digital pathology has advanced significantly, with rapid adoption accelerated by the COVID-19 pandemic.
  • Successful integration of digital diagnostics necessitates thorough planning and structured implementation.

Purpose of the Study:

  • To provide a practical summary of key issues for implementing digital diagnostics in pathology.
  • To guide laboratories in developing and adopting digital workflows.

Main Methods:

  • Review of current advancements and challenges in digital pathology.
  • Synthesis of practical considerations for laboratory implementation.

Main Results:

  • Identifies critical initial considerations for digital pathology adoption.
Keywords:
artificial intelligencedigital pathologyimage analysisscanner acquisitionvalidation

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  • Outlines strategies for overcoming common implementation challenges.
  • Discusses diagnostic pitfalls, validation, regulatory aspects, and image analysis.
  • Conclusions:

    • Structured implementation is crucial for realizing the full benefits of digital pathology.
    • This review serves as a hands-on guide for pathology labs navigating digital transformation.