Qun-Yan Zheng

A machine-learning-assisted logistic regression model for predicting post-operative delirium in older adults undergoing total knee arthroplasty

In older adults undergoing TKA, intraoperative hypoxia, prior surgery, and higher ASA class were associated with POD risk, and this preliminary machine-learning-assisted logistic regression model showed moderate discrimination in internal validation and should be externally validated before routine clinical implementat...