Open access
Oct 2026
Early prediction of sepsis in critically ill trauma patients using machine learning: a MIMIC-IV-based cohort study
This study aimed to develop and validate machine learning (ML) models for the early prediction of incident sepsis in critically ill trauma patients using the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Adult trauma patients with an intensive care unit (ICU) stay of at least 24 h were analyse...
Guan-Dong Huang, Wei-Xi Zhong, Yan-Ping Yang et al.
· Scientific Reports · 0 citations