Leveraging patients’ longitudinal data to improve the Hospital One-year Mortality Risk

This study leverages patients’ longitudinal data and information collected routinely at admission to predict the Hospital One-year Mortality Risk and proposes the Ensemble Longitudinal Network (ELN) to predict one-year mortality using patients’ longitudinal records.