Xin-Ran Xu

Deep learning-based in-hospital mortality prediction using long-term sequential data in ICU patients: a multi-center validation study

Introduction Intensive Care Unit (ICU) patients are at high risk of acute clinical deterioration and in-hospital mortality. Accurate prediction of in-hospital mortality is essential for optimizing clinical decision-making and resource allocation. However, most existing models rely primarily on short-term physiological...