Automated machine learning-based model for the prediction of delirium in patients after surgery for degenerative spinal disease.

A machine learning model and a web predictor for delirium after surgery for the degenerative spinal disease were successfully developed to demonstrate the extent of POD risk during the perioperative period, which could guide appropriate preventive measures for high-risk patients.