Prediction model of recurrence in patients with lumbar disc herniation after unilateral biportal endoscopy spinal surgery- XGBoost machine learning model can be interpreted based on SHAP.

Abstract

Authors

• Yi Rong
  Department of Radiation Oncology, University of California Davis Medical Center, Sacramento, CA, United States.
• Hao Yu
  Shanghai Key Lab of Trustworthy Computing, East China Normal University, Shanghai, China.
• Zhen Hua
  School of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, China.
• Jian-Feng Chen
  Wuxi Affiliated Hospital of Nanjing University of Chinese Medicine, Wuxi, China.
• Jian-Wei Wang
  Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China. dr_jianweiwang@163.com.

Keywords

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