Artificial intelligence-guided tools in adult ECMO: Current advancements, emerging Trends and future directions

Benjamin Friedrichson, Andrew Stephens, Monika Tukacs, Justyna Swol, Thomas Jasny, Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Goethe University, Institute of Medical Informatics , University Hospital Frankfurt, Goethe University, Advanced Cardiorespiratory Engineering Laboratory, School of Electrical Engineering and Robotics, Queensland University of Technology, Department of Respiratory Medicine, Paracelsus Medical University, ECMO Program, New York-Presbyterian, Weill Cornell Medical Center, New York

Perfusion

Published online on May 06, 2026

Abstract

Perfusion, Volume 41, Issue 1_suppl, Page 16S-25S, May 2026.
IntroductionExtracorporeal membrane oxygenation (ECMO) provides life support for patients with refractory cardiac or respiratory failure. The complexity of ECMO management and associated mortality necessitates high-accuracy clinical decision-making ...