Deep learning models for MRI-based clinical decision support in cervical spine degenerative diseases

Deep learning models for MRI-based clinical decision support in cervical spine degenerative diseases

PurposeThe purpose of our study is to develop a deep learning (DL) model based on MRI and analyze its consistency with the treatment recommendations for degenerative cervical spine disorders provided by the spine surgeons at our hospital.MethodsIn this study, MRI of patients who were hospitalized fo...

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Main Authors: Kai-Yu Li, Zhe-Yang Lu, Yu-Han Tian, Xiao-Peng Liu, Ye-Kai Zhang, Jia-Wei Qiu, Hua-Lin Li, Yu-Long Zhang, Jia-Wei Huang, Hao-Bo Ye, Nai Feng Tian
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Neuroscience
Subjects:
deep learning
convolutional neural network
magnetic resonance imaging
cervical spine degenerative diseases
clinical decision
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1501972/full
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