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Prediction of ICU needs and organ failures in infectious patients using machine learning

Summary: This retrospective multicenter cohort study developed predictive models to identify patients at high risk for intensive care and major organ failure, using data from the First Affiliated Hospital of Xiamen University and the MIMIC-III/IV databases. A total of 18,689 infectious patients were...

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Main Authors: Chiyuan Ma, Ruizhi Xu, Dubin Su, Jingjing Yang, Ziwei Zhou, Qun Chen, Yaping Guo, Lihong Huang, Wanshan Ning
Format: Artigo
Language:Inglês
Published: Elsevier 2025-12-01
Series:iScience
Subjects:
Health sciences
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004225024034
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