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Georg Hoffmann

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#artificial intelligence Open access Sep 2026

Laboratory 4.0: on the path to the fourth generation of laboratory medicine

Abstract Laboratory medicine has witnessed three generational paradigm shifts over the past 75 years – from manual work to early automation, from batch processing to patient-oriented selective analysis, and from human perianalytics to Total Laboratory Automation (TLA). Drawing on a personal trajectory spanning half a c...

Georg Hoffmann · 0 citations

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