Guandong Huang

Early prediction of sepsis in critically ill trauma patients using machine learning: a MIMIC-IV-based cohort study

Abstract 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...