Predicting postoperative neurological outcomes of degenerative cervical myelopathy based on machine learning

Predicting postoperative neurological outcomes of degenerative cervical myelopathy based on machine learning

IntroductionThis study aimed to develop machine learning models to predict neurological outcomes in patients with degenerative cervical myelopathy (DCM) after surgical decompression and identify key factors that contribute to a better outcome, providing a reference for patient consultation and surgi...

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Bibliographic Details
Main Authors: Shuai Zhou, Zexiang Liu, Haoge Huang, Hanxu Xi, Xiao Fan, Yanbin Zhao, Xin Chen, Yinze Diao, Yu Sun, Hong Ji, Feifei Zhou
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
degenerative cervical myelopathy
spine surgery
machine learning
outcome
prediction model
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2025.1529545/full
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https://www.frontiersin.org/articles/10.3389/fbioe.2025.1529545/full

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