Tags Archives: ecmo mortality

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Machine learning based retrospective cohort study to predict mortality risk in Chinese patients undergoing extracorporeal membrane oxygenation

Abstract Although extracorporeal membrane oxygenation (ECMO) has emerged as a pivotal temporary extracorporeal life support in critically ill patients, it is associated with a high risk of mortality. Establishing a..

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Outcomes and prediction of mortality in patients requiring prolonged veno-arterial extracorporeal membrane oxygenation support in the PRECISE-ECLS observational study

Abstract Background Veno-arterial ExtraCorporeal Membrane Oxygenation (V-A ECMO) as a bridge to recovery or long-term assist devices in severe cardiocirculatory failure typically lasts 5–7 days. There is scarce guidance on..

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Machine Learning–Based First-Day Mortality Prediction for Venoarterial Extracorporeal Membrane Oxygenation: The Novel RESCUE-24 Score

Abstract Extracorporeal membrane oxygenation (ECMO) provides critical cardiac support, but predicting outcomes remains a challenge. We enrolled 1,748 adult venoarterial (VA)-ECMO patients at the National Taiwan University Hospital between 2010..

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Risk Factors of Mortality and Long-Term Survival in Burn Patients With/Without Extracorporeal Membrane Oxygenation: A 16 Year Real-World Study

Abstract Burn patients face cardiopulmonary failure risks, with recent observational studies suggesting promising outcomes for extracorporeal membrane oxygenation (ECMO). However, the effectiveness and long-term survival remain unclear. Our study aims..

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Early trends in ECMO mortality during the first quarters of 2019 and 2020: Could we have predicted the onset of…

Abstract Objective To compare mortality trends in patients requiring Extracorporeal Membrane Oxygenation (ECMO) support between the first quarters of 2019 and 2020 and determine whether these trends might have predicted..

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