Chuan-Chuan Liu

Development and external validation of machine learning models for early prediction of delirium risk in patients with severe pneumonia

This study aimed to construct and validate a machine learning-based model for early prediction of delirium risk in patients with severe pneumonia. Data on patients with severe pneumonia were extracted from the Medical Intensive Care Information Database IV (MIMIC-IV) and divided into a training set and an internal va...