Application of machine learning in prediction of bone cement leakage during single-level thoracolumbar percutaneous vertebroplasty
Abstract Background In the elderly, osteoporotic vertebral compression fractures (OVCFs) of the thoracolumbar vertebra are common, and percutaneous vertebroplasty (PVP) is a common surgical method after fracture. Machine learning (ML) was used in this study to assist clinicians in preventing bone ce...
Main Authors: | Guobing Deng, Jichong Zhu, Qing Lu, Chong Liu, Tuo Liang, Jie Jiang, Hao Li, Chenxing Zhou, Shaofeng Wu, Tianyou Chen, Jiarui Chen, Yuanlin Yao, Shian Liao, Chaojie Yu, Shengsheng Huang, Xuhua Sun, Liyi Chen, Zhen Ye, Hao Guo, Wuhua Chen, Wenyong Jiang, Binguang Fan, Zhenwei Yang, Wenfei Gu, Yihan Wang, Xinli Zhan |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2023-03-01
|
Series: | BMC Surgery |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12893-023-01959-y |
Similar Items
-
Efficacy analysis of percutaneous pedicle screw fixation combined with percutaneous vertebroplasty in the treatment of osteoporotic vertebral compression fractures with kyphosis
by: Zhikun Li, et al.
Published: (2020-02-01) -
Clinical management with differential diagnosis between huge Schmorl's nodes and the osteoporotic lumbar compression fracture: A case report
by: Zaijun Zou, et al.
Published: (2023-12-01) -
Percutaneous kyphoplasty combined with pediculoplasty for the surgical treatment of osteoporotic thoracolumbar burst fractures
by: Changming Xiao, et al.
Published: (2024-01-01) -
Difference between the blood samples of patients with bone and joint tuberculosis and patients with tuberculosis studied using machine learning
by: Zhen Ye, et al.
Published: (2023-01-01) -
Enhanced recovery after surgery (ERAS) relieves psychological stress in patients with osteoporotic vertebral compression fracture undergoing percutaneous kyphoplasty: an observational retrospective cohort study
by: Zhong-wei Ji, et al.
Published: (2023-03-01)