A Supervised Explainable Machine Learning Model for Perioperative Neurocognitive Disorder in Liver-Transplantation Patients and External Validation on the Medical Information Mart for Intensive Care IV Database: Retrospective Study

Zhendong Ding   ¹ , MD ;   Linan Zhang   ¹ , MD ;   Yihan Zhang   ¹ , MD ;   Jing Yang   ¹ , MD, PhD ;   Yuheng Luo   ² , MD ;   Mian Ge   ¹ , MD, PhD ;   Weifeng Yao   ¹ , MD, PhD ;   Ziqing Hei   ¹ , MD, PhD ;   Chaojin Chen   ¹ , MD, PhD

¹ Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China

² Guangzhou AI & Data Cloud Technology Co., LTD, Guangzhou, China