Development and multicenter validation of machine learning models for predicting postoperative pulmonary complications after neurosurgery.

Abstract

Authors

• Ming Xu
  Shenyang Analytical Application Center, Shimadzu (China) Co. Ltd., Shenyang, 167 Qingnian Street, Shenyang, 110016, PR China.
• Wenhao Zhu
  School of Computer Engineering and Science, Shanghai University, Shanghai, China.
• Siyu Hou
  MOE Key Laboratory of Bioinformatics, TCM-X Centre/Bioinformatics Division, BNRIST, Tsinghua University, Beijing 10084, China.
• Hongzhi Xu
  Department of Gastroenterology, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China; Department of Digestive Diseases, School of Medicine, Xiamen University, Xiamen, China.
• Jingwen Xia
  College of Information Science & Electronic Engineering, Zhejiang University, Hangzhou, Zhejiang, China.
• Liyu Lin
• Hao Fu
  Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, P. R. China.
• Mingyu You
• Jiafeng Wang
  Department of Anesthesiology and Intensive Care Medicine, Changhai Hospital, The Second Military Medical University, Shanghai, China.
• Zhi Xie
  State Key Lab of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 500040, China. Electronic address: xiezh8@sysu.edu.cn.
• Xiaohong Wen
  Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310003, China.
• Yingwei Wang
  Gastroenterology Department, Liuzhou People's Hospital Affiliated to Guangxi Medical University, Liuzhou, China.

Keywords

External Resources