Think as a Doctor: An Interpretable AI Approach for ICU Mortality Prediction

Qingwen Li, Xiaohang Zhao, Xiao Han +2

Intensive Care Unit (ICU) mortality prediction, which estimates a patient's mortality status at discharge using EHRs collected early in an ICU admission, is vital in critical care.…