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A walnut-wood divided sample tray on a lab bench with one frosted microplate caught mid-lift above its held-out compartment, its barcode not yet scanned, other plates already sorted by scaffold group into the train and validation compartments behind

AI for Science and Medicine in Practice: An Advanced Technical Guide

Five decisions quietly determine whether an AI-for-science result survives contact with reality: how the data was split, whether the learning loop closes, what regulators need, how reproducible the pipeline is, and whether a vendor's claim was checked.

By Brecht Corbeel · October 3, 2026 · 19 min read

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