Practical implementation of AI in a non-academic, non-commercial Pathology laboratory: Real world experience and lessons learned.

ABSTRACT:

Aims

As pathology departments transition towards digital workflows, the integration of artificial intelligence (AI) is anticipated to become increasingly common. This study aimed to describe the real-world implementation and impact of AI integration in routine pathological diagnostics, specifically focusing on prostate biopsy evaluations at the Department of Pathology, ZAS Hospitals, Antwerp.

Methods and results

An AI tool for analysing prostate biopsies was integrated into the department's daily workflow by embedding it into existing laboratory information and reporting systems. Following a short adaptation period, the use of AI led to measurable improvements. Most notably, there was a reduction in the number of immunohistochemical tests required, indicating more confident

SUBMITTER: Deman F 

PROVIDER: S-EPMC12522029 | biostudies-literature | 2025 Nov

REPOSITORIES: biostudies-literature