Machine learning-driven prediction of risk factors for postoperative re-fractures in elderly OVCF patients with underlying diseases: model development and validation

Machine learning-driven prediction of risk factors for postoperative re-fractures in elderly OVCF patients with underlying diseases: model development and validation

BackgroundPostoperative re-fractures in elderly osteoporotic vertebral compression fracture (OVCF) patients with comorbidities pose a major clinical challenge, with rates up to 52%. Traditional risk models overlook complex underlying diseases interactions in elderly patients. This study pioneers a m...

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Bibliographic Details
Main Authors: Bao Qi, Kai Kong, Qingquan Wu, Lu Zhang, Wei Wei, Chunyang Meng, Hong Wang, Qingwei Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Medicine
Subjects:
OVCF
re-fracture
machine learning
risk factor
underlying diseases
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1616923/full
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