AI-powered model for predicting mortality risk in VA-ECMO patients: a multicenter cohort study

AI-powered model for predicting mortality risk in VA-ECMO patients: a multicenter cohort study

Abstract Veno-arterial extracorporeal membrane oxygenation (VA-ECMO) is a critical life support technology for severely ill patients. Despite its benefits, patients face high costs and significant mortality risks. To improve clinical decision-making, this study aims to develop a non-invasive, effici...

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Bibliographic Details
Main Authors: Shuai Wang, Sichen Tao, Ying Zhu, Qiao Gu, Peifeng Ni, Weidong Zhang, Chenxi Wu, Ruihan Zhao, Wei Hu, Mengyuan Diao
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
VA-ECMO
Medical artificial intelligence
Medical machine learning model
Mortality risk prediction
Online Access:https://doi.org/10.1038/s41598-025-94734-3
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