A perspective on foundation models in intensive care medicine.
Foundation models (FMs) pretrained with self-supervised objectives on heterogeneous ICU data have capabilities which supersede siloed, single-task predictive analytic paradigms. Here we present a framework for applying FMs in intensive care and a roadmap for safe, effective deployment. We argue that FMs applied in the...