Machine learning prediction of multidrug-resistant urinary tract infections in brain and spinal cord injury patients: a dual-center validation study

Su Ji Lee, Hangyul Yoon, Ji Cheol Shin, Sung-Rae Cho

Abstract: Highlights•Developed a machine learning model to predict MDR UTI in neurorehabilitation patients.•Externally validated the model using data from a separate tertiary rehabilitation center.•Final ensemble model showed consistent performance with functional and inflammatory predictors.

External IDs:doi:10.1016/j.ijmedinf.2025.106143