Classification of expert-level therapeutic decisions for degenerative cervical myelopathy using ensemble machine learning algorithms

Classification of expert-level therapeutic decisions for degenerative cervical myelopathy using ensemble machine learning algorithms

BackgroundTherapeutic decisions for degenerative cervical myelopathy (DCM) are complex and should consider various factors. We aimed to develop machine learning (ML) models for classifying expert-level therapeutic decisions in patients with DCM.MethodsThis retrospective cross-sectional study include...

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Bibliographic Details
Main Authors: Dougho Park, Jae Man Cho, Joong Won Yang, Donghoon Yang, Mansu Kim, Gayeoul Oh, Heum Dai Kwon
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Surgery
Subjects:
cervical spondylosis
myelopathy
machine learning
decision making
therapeutic options
Online Access:https://www.frontiersin.org/articles/10.3389/fsurg.2022.1010420/full

Internet

https://www.frontiersin.org/articles/10.3389/fsurg.2022.1010420/full

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