Development and Validation of an Interpretable Machine Learning Model for Predicting venous Thromboembolism in ICU patients With Traumatic Brain Injury: A Multicenter Study

The logistic regression model demonstrates strong predictive capability for early VTE following TBI, which may potentially contribute to reducing complications associated with VTE and improving patient outcomes.