Evaluation and analysis of risk factors for adverse events of the fractured vertebra post-percutaneous kyphoplasty: a retrospective cohort study using multiple machine learning models

Evaluation and analysis of risk factors for adverse events of the fractured vertebra post-percutaneous kyphoplasty: a retrospective cohort study using multiple machine learning models

Abstract Background Adverse events of the fractured vertebra (AEFV) post-percutaneous kyphoplasty (PKP) can lead to recurrent pain and neurological damage, which considerably affect the prognosis of patients and the quality of life. This study aimed to analyze the risk factors of AEFV and develop an...

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Bibliographic Details
Main Authors: YingLun Zhao, Li Bo, XueMing Chen, YanHui Wang, LiBin Cui, Yuan Xin, Liu Liang, Kong Chao, ShiBao Lu
Format: Article
Language:English
Published: BMC 2024-09-01
Series:Journal of Orthopaedic Surgery and Research
Subjects:
Adverse events of the fractured vertebra
Osteoporotic vertebral compression fracture
Risk factors
Machine learning models
Prediction
Online Access:https://doi.org/10.1186/s13018-024-05062-7

Internet

https://doi.org/10.1186/s13018-024-05062-7

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