ECMO PAL: using deep neural networks for survival prediction in venoarterial extracorporeal membrane oxygenation

• DOI: 10.1007/s00134-023-07157-x
• Publication Date: 2023-08-07T07:02:13Z
• Authors: Andrew F. Stephens; Michael Šeman; Arne Diehl; David Pilcher; Ryan P. Barbaro; Daniel Brodie; Vincent Pellegrino; David M. Kaye; Shaun D. Gregory; Carol Hodgson
• Keywords: Pain medicine

Venoarterial extracorporeal membrane oxygenation (VA-ECMO) is a complex and high-risk life support modality used in severe cardiorespiratory failure. ECMO survival scores are clinically for patient prognostication outcomes risk adjustment. This study aims to create the first artificial intelligence (AI)-driven score predict in-hospital mortality based on large international cohort.