Diagnostic performance of the model in the test set.

Diagnostic performance of the model in the test set.

<p>Diagnostic performance of the model in the test set.</p>

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Bibliographic Details
Main Author:	Xi Wang (15032) (author)
Other Authors:	Qiaoli Tao (21688637) (author), Huanwen Liu (18461742) (author), Huangbo Lin (21688640) (author), Honglai Zhang (14900622) (author)
Published:	2025
Subjects:	Cell Biology Molecular Biology Neuroscience Biotechnology Cancer Biological Sciences not elsewhere classified neck disability index magnetic resonance imaging least absolute shrinkage 3d slicer software support vector machine four predefined regions cervical spondylotic radiculopathy weighted mri resulted severe symptoms groups 96 radiomics features 404 radiomics features xlink "> analysis mri radiomics features csr symptoms based severity classification model radiomics features xlink "> mri radiomics support tool cervical t2 regression analysis symptoms severity csr symptoms symptom severity selection operator sagittal plane predictive value optimal subsets objective basis model performance model demonstrated model construction levels c4 intervertebral discs four rois feature selection f1 score effective decision discriminatory characteristics comprehensive set classification model august 2022 april 2023
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