A novel CT-based edema grading system combined with machine learning for precise prognostic prediction in traumatic brain injury

The ML model incorporating the novel A5(+ 1) CT edema grading system enables precise prognostic prediction for TBI patients. This integrated approach provides a quantitative and dynamic assessment of edema severity, outperforming traditional scoring systems and offering a valuable tool for risk stratification and clinical decision-making.