Machine Learning-Based Prediction for Axial Pain Following Expansive Unilateral Open-Door Laminoplasty: A Retrospective Cohort Study

Abstract Introduction Axial pain is a common complication following expansive unilateral open-door laminoplasty (ELAP); however, traditional statistical methods are unable to effectively predict this complication. This study developed machine learning (ML) models to predict post-ELAP axial pain and...

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Główni autorzy:	Kelun Huang, Sheng Li, Yile Dai, Dingjun Xu, Guoliang Chen, Yaozhi He, Ziwei Fan, Honglin Teng
Format:	Artigo
Język:	Inglês
Wydane:	Adis, Springer Healthcare 2025-12-01
Seria:	Pain and Therapy
Hasła przedmiotowe:	Machine learning Axial pain Prognostic prediction Cervical spondylotic myelopathy Expansive unilateral open-door laminoplasty
Dostęp online:	https://doi.org/10.1007/s40122-025-00802-x
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