Machine learning in predicting preoperative intra-aortic balloon pump use in patients undergoing coronary artery bypass grafting.
Journal:
Journal of cardiothoracic surgery
Published Date:
Aug 28, 2025
Abstract
BACKGROUND: Intra-aortic balloon pump (IABP) implantation in the perioperative period of cardiac surgery is an auxiliary treatment for cardiogenic shock. However, there is a lack of effective prediction models for preoperative IABP implantation.