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Author

Yu Xi

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Open access Aug 2026

Development of a predictive model for adverse outcomes after unilateral biportal endoscopic spine surgery in the treatment of lumbar disc herniation using six interpretable machine learning models

Objective This study aimed to develop and validate an interpretable machine learning model incorporating clinical and radiological features to predict the risk of adverse outcomes in patients with lumbar disc herniation (LDH) following unilateral biportal endoscopic (UBE) surgery. The model was designed to facilitate p...

Yue-Long Tan, Yu Xi, Nai-Yan Hu et al. · 0 citations
Aug 2026

Comparison of the predictive roles of CT- and MRI-based endplate regional osteoporosis status measurements for cage subsidence after posterior lumbar interbody fusion.

Endplate HU values indicated a relatively higher predictive performance for CS compared with EBQ scores and served as the most discriminative BMD indicator in patients who underwent PLIF.

Peng Du, Ming-Hui Liang, Rui-Yuan Chen et al. · 0 citations

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