Development and Validation of an Explainable Machine Learning Model for Predicting Myocardial Injury After Noncardiac Surgery in Two Centers in China: Retrospective Study.

Abstract

Authors

• Chang Liu
  Key Lab of Cell Differentiation and Apoptosis of Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
• Kai Zhang
  Anhui Province Key Laboratory of Respiratory Tumor and Infectious Disease, First Affiliated Hospital of Bengbu Medical University, Bengbu, China.
• Xiaodong Yang
  Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.
• Bingbing Meng
  Department of Anesthesiology, The First Medical Center, Chinese People's Liberation Army General Hospital, 28th Fuxing Road, Haidian District, Beijing, 100853, China, 86 15010665099.
• Jingsheng Lou
  Department of Anesthesiology, The First Medical Center, Chinese People's Liberation Army General Hospital, 28th Fuxing Road, Haidian District, Beijing, 100853, China, 86 15010665099.
• Yanhong Liu
  Department of Animal Science, University of California, Davis, CA 95616, USA.
• Jiangbei Cao
  Department of Anesthesiology, The First Medical Center, Chinese People's Liberation Army General Hospital, 28th Fuxing Road, Haidian District, Beijing, 100853, China, 86 15010665099.
• Kexuan Liu
  Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
• Weidong Mi
  Anesthesia and Operation Center, Chinese PLA General Hospital, Beijing, China.
• Hao Li
  Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Keywords

External Resources