Artificial Intelligence Model Predicts Sudden Cardiac Arrest Manifesting With Pulseless Electric Activity Versus Ventricular Fibrillation.

Lauri T A Holmström Bryan P Bednarski Harpriya S Chugh Habiba AzizHoang Nhat PhamArayik SargsyanAudrey Uy-Evanado Damini Dey Angelo Salvucci Jonathan Jui Kyndaron Reinier Piotr J Slomka Sumeet S Chugh

Published in: Circulation. Arrhythmia and electrophysiology (2024)

The artificial intelligence model identified novel features of PEA-SCA, differentiated from VF-SCA and was successfully replicated in an external cohort. These findings enhance the mechanistic understanding of PEA-SCA with potential implications for developing novel management strategies.

Keyphrases

artificial intelligence
machine learning
big data
cardiac arrest
deep learning
heart failure
cardiopulmonary resuscitation