From data literacy to AI-integrated Laboratory 4.0

Laboratory medicine is undergoing a profound transformation towards a completely digitized and connected “Laboratory 4.0” driven by advances in laboratory automation, interoperability, and artificial intelligence. At the same time, it also faces challenges such as declining funding, a shortage of qualified laboratory professionals, increasing workforce constraints, and regulatory requirements. Digital competence thus becomes a crucial skill for addressing these challenges.

Authors

Publication Details

Journal
DOAJ (DOAJ: Directory of Open Access Journals)
Published
2026-10-01
DOI
https://doi.org/10.1515/labmed-2026-0098
Primary Topic
Clinical Laboratory Practices and Quality Control
Type
article
Field-Weighted Citation Impact
0.00
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article

From data literacy to AI-integrated Laboratory 4.0

Böhm Johannes, Adler Jakob
DOAJ (DOAJ: Directory of Open Access Journals)
Clinical Laboratory Practices and Quality Control
article

From data literacy to AI-integrated Laboratory 4.0

Böhm Johannes, Adler Jakob
article en

Abstract

Laboratory medicine is undergoing a profound transformation towards a completely digitized and connected “Laboratory 4.0” driven by advances in laboratory automation, interoperability, and artificial intelligence. At the same time, it also faces challenges such as declining funding, a shortage of qualified laboratory professionals, increasing workforce constraints, and regulatory requirements. Digital competence thus becomes a crucial skill for addressing these challenges.

DOAJ (DOAJ: Directory of Open Access Journals)
Quality Education
Openalex Percentile: Top 17%
Clinical Laboratory Practices and Quality Control
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From data literacy to AI-integrated Laboratory 4.0 — Böhm Johannes, Adler Jakob · DOAJ (DOAJ: Directory of Open Access Journals) (2026) | TGRS Research Map | TGRS