Development of machine learning model for predicting prolonged operation time in lumbar stenosis undergoing posterior lumbar interbody fusion: a multicenter study.

Abstract

Authors

• Runmin Li
  Department of Spinal Surgery, Honghui Hospital of Xi'an Jiaotong University, Xi'an, China.
• Lin Wang
  Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China.
• Xinghao Wang
  Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, People's Republic of China.
• Marcin Grzegorzek
  Institute for Vision and Graphics, University of Siegen, Hoerlindstr. 3, 57076 Siegen, Germany.
• An-Tian Chen
  Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing, China.
• Xubin Quan
  Department of Spine Surgery, Liuzhou People's Hospital, Liuzhou, China.
• Zhaohui Hu
  Department of Spine Surgery, Liuzhou People's Hospital, Liuzhou, China.
• Xiaozhu Liu
  Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
• Yang Zhang
  Innovative Institute of Chinese Medicine and Pharmacy, Academy for Interdiscipline, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
• Tianyu Xiang
  Information Center, The University-Town Hospital of Chongqing Medical University, Chongqing, China.
• Yingang Zhang
  Department of Orthopedics of the First Affiliated Hospital, Medical School, Xi'an Jiaotong University, Xi'an, China.
• Anfa Chen
  Department of Orthopedics, Jiangxi Province Hospital of Integrated Chinese & Western Medicine, China.
• Hao Jiang
  Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences , 555 Zuchongzhi Road, Shanghai 201203, China.
• Xuewen Hou
  School of Medical Imaging, Shanghai University of Medicine & Health Science, Shanghai, China.
• Qizhong Xu
  From the Department of Radiology, Wuhan Huangpi People's Hospital, Wuhan, China (L.L., Z.X., X.F., S.Z., Juan Xia); Jianghan University Affiliated Huangpi People's Hospital, Wuhan, China (L.L.); Department of Radiology, Wuhan Pulmonary Hospital, Wuhan, China (L.Q.); Keya Medical Technology Co, Ltd, Shenzhen, China (Y.Y., X.W., B.K., J.B., Y.L., Z.F., Q.S., K.C.); Department of Radiology, Liaocheng People's Hospital, Liaocheng, China (D.L.); Department of CT, The Third Medical Center of Chinese PLA General Hospital, Beijing, China (G.W.); and Department of Radiology, Shenzhen Second People's Hospital/the First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China 518035 (Q.X., Jun Xia).
• Weiheng He
  Department of Radiology, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, China.
• Liang Chen
  Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China.
• Xin Zhou
  School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China.
• Qiang Zhang
  Yunan Provincial Center for Disease Control and Prevention, Kunming 650022, China.
• Wei Huang
  Shaanxi Institute of Flexible Electronics, Northwestern Polytechnical University, 710072 Xi'an, China.
• Haopeng Luan
  Department of Spine Surgery, The Six Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China.
• Xinghua Song
  Department of Bone Tumor Surgery, Orthopedics Center, the First Affiliated Hospital of Xinjiang Medical University, Urumchi Xinjiang, 830054, P.R.China.songxinghua19@163.com.
• Xiaolin Yu
  Jinan Science and Technology Innovation Promotion Center, Jinan 250014, China.
• Xiangdong Xi
  Department of Joint Surgery, No.215 Hospital of Shaanxi Nuclear Industry, Shaanxi Province, China.
• Kai Wang
  Department of Rheumatology, The Affiliated Huai'an No. 1 People's Hospital of Nanjing Medical University, Huai'an, Jiangsu, China.
• Shi-Nan Wu
  Eye Institute of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China.
• Wencai Liu
  Department of Orthopaedics, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China.
• Yusi Zhang
  Cancer Center, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China; Precision Medicine Center, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China; Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
• Jialiang Zheng
  School of Medicine, Zhejiang University, Xihu, Hangzhou, Zhejiang, China.
• Chengliang Yin
  Faculty of Medicine, Macau University of Science and Technology, Macau, People's Republic of China.
• Qiang Liu
  Blood Transfusion Laboratory, Jiangxi Provincial Blood Center Nanchang 330052, Jiangxi, China.
• Haizhen Ding
  State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics & Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, China.
• Chan Xu
  State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics & Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, China.
• Hongmou Zhao
  Department of Foot and Ankle Surgery, Honghui Hospital of Xi'an Jiaotong University, Xi'an, China.
• Liang Yan
• Wenle Li
  Guangxi University of Chinese Medicine, Nanning, 530000, People's Republic of China.

Keywords

External Resources