Digitization of Pathology Labs: A Review of Lessons Learned

Lab Invest. 2023 Nov;103(11):100244. doi: 10.1016/j.labinv.2023.100244. Epub 2023 Aug 30.

Abstract

Pathology laboratories are increasingly using digital workflows. This has the potential of increasing laboratory efficiency, but the digitization process also involves major challenges. Several reports have been published describing the individual experiences of specific laboratories with the digitization process. However, a comprehensive overview of the lessons learned is still lacking. We provide an overview of the lessons learned for different aspects of the digitization process, including digital case management, digital slide reading, and computer-aided slide reading. We also cover metrics used for monitoring performance and pitfalls and corresponding values observed in practice. The overview is intended to help pathologists, information technology decision makers, and administrators to benefit from the experiences of others and to implement the digitization process in an optimal way to make their own laboratory future-proof.

Keywords: change management; computational pathology; digital pathology; digitization; performance metrics.

Publication types

  • Review
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Humans
  • Image Processing, Computer-Assisted*
  • Laboratories
  • Pathologists*