Using Machine Learning Algorithms to Predict High-Risk Factors for Postoperative Delirium in Elderly Patients.

The prediction model of POD derived from the machine learning algorithm in this study has high prediction accuracy and clinical utility, which is beneficial for clinicians to diagnose and treat patients in a timely manner.