Rui-Xin-Xu-Rui-Xin Xu

Time-Series modeling for predicting mortality risk in intensive care unit patients with pulmonary inflammation

Objective This study aims to evaluate dynamic changes in pneumonia-related mortality risk among ICU patients using time-series models and develop interpretable predictive models for early mortality assessment. Methods Data were obtained from the MIMIC-IV and eICU Collaborative Research Database. The MIMIC-IV cohort was...