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Open access Sep 2026

Machine learning for the early prediction of 28-day mortality in patients with sepsis in the ICU based on MIMIC-Ⅳ database

Sepsis triggers a life-threatening organ dysfunction due to infection that contributes to high mortality. We aim to develop a machine-learning model based on Medical Information Mart for Intensive Care Ⅳ (MIMIC-Ⅳ) 2.2 database for predicting 28-day mortality in patients with sepsis in the intensive care unit (ICU). The...

Yi Sun, Ting-Ting Wang, Meng-Na Zhang et al. · 0 citations

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