Studies in health technology and informaticsHumansExtracorporeal Membrane OxygenationMachine LearningRetrospective StudiesFemale
Predicting Successful Weaning from Veno-Arterial ECMO Using Machine Learning.
Mathieu Beaudeau, Nicolas Nesseler, Jean-Philippe Verhoye, Erwan Flecher, Marc Cuggia, Boris Delange
Published: 202510.3233/SHTI251489
Abstract
Extracorporeal Membrane Oxygenation (ECMO) is a life-saving cardiopulmonary support for patients with acute heart failure. However, the process of weaning from veno-arterial (V-A) ECMO remains complex and risky. We developed a machine learning-based…
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