Comparison of logistic regression and machine learning methods for predicting postoperative delirium in elderly patients: A retrospective study - Song, Yu‐xiang; Yang, Xiao‐dong; Luo, Yun‐gen; Ouyang, Chun‐lei; Yu, Yao; Ma, Yu‐long; Li, Hao; Lou, Jing‐sheng; Liu, Yan‐hong; Chen, Yi‐qiang; Cao, Jiang‐bei; Mi, Wei‐dong (CNS neuroscience & therapeutics, 2023)
Keywords: Aged; Anesthesia; Artificial intelligence; Blood; Creatinine; Datasets; Delirium; Disease prevention; Drugs; Emergence Delirium; Generalized linear models; Humans; Learning algorithms; Logistic Models; Machine Learning; Medical records; nomograms; Original; Patients; Psychotropic drugs; Regression analysis; Retrospective Studies; risk assessment; ROC Curve; Surgery; aged; risk assessment; machine learning; nomograms; delirium