15. Prediction of In-hospital Mortality Using Artificial Intelligence to Handle Incomplete and Time-varying Intensive Care Unit Data

Prediction of In-hospital Mortality Using Artificial Intelligence to Handle Incomplete and Time-varying Intensive Care Unit Data

Introduction: Accurate prediction of Intensive Care Unit (ICU) patients’ mortality is crucial for healthcare professionals to make informed decisions, ultimately improving patient outcomes. However, ICU data are collected irregularly at different time points; therefore, these data are oftentimes incomplete and heterogeneous, hindering the performance of model-based statistical methods. This study aimed to use artificial intelligence […]