Article

A Reproducible Clinical Decision-Support Suite on MIMIC-IV

2026-06-25

Abstract excerpt

This work is a direct extension and modernisation of zMed’s 2021 clinical AI/ML modelling effort, which established the company’s first intensive-care risk models on earlier critical-care data. Here we re-platform that work on the latest MIMIC-IV v3.1 release and substantially broaden it. Most published clinical-AI results are single models on a single dataset, difficult to reproduce, and rarely validated outside...

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Literature Corpus work: 7e963664-d251-5de4-ace6-3ec11500e865
DOI: 10.64898/2026.06.23.26356380

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