Development and Validation of a Machine Learning-Based Online Prognostic Model for Cervical Spondylosis Patients After Anterior Cervical Discectomy and Fusion: A Multicenter Study.
Journal:
JOR spine
Published Date:
Jul 28, 2025
Abstract
BACKGROUND: Cervical spondylosis (CS) is a degenerative condition often requiring surgical intervention, such as anterior cervical discectomy and fusion (ACDF), to alleviate symptoms. However, postoperative outcomes can vary significantly. This study aimed to develop and validate a predictive model for 1-year outcomes in CS patients after ACDF using multiple machine learning algorithms.
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