A severity classification model of cervical spondylotic radiculopathy symptoms based on MRI radiomics: A retrospective study

QR Code

A severity classification model of cervical spondylotic radiculopathy symptoms based on MRI radiomics: A retrospective study

Show other versions (1)

Saved in:

Bibliographic Details
Main Authors:	Xi Wang, Qiaoli Tao, Huanwen Liu, Huangbo Lin, Honglai Zhang
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2025-01-01
Series:	PLoS ONE
Online Access:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12240369/?tool=EBI
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A severity classification model of cervical spondylotic radiculopathy symptoms based on MRI radiomics: A retrospective study.
by: Xi Wang, et al.
Published: (2025-01-01)

Magnetic resonance imaging in the evaluation of different compression locations in patients with cervical spondylotic radiculopathy
by: Yu Wang, et al.
Published: (2025-06-01)

Posterior Percutaneous Endoscopic Cervical Discectomy for Single-Segment Cervical Spondylotic Radiculopathy: A Retrospective Study with Minimum 3-Year Follow-Up
by: Wang X, et al.
Published: (2025-06-01)

MRI-Based Machine Learning and Radiomics Methods for Assessing Spinal Cord Function in Patients with Mild Cervical Spondylotic Myelopathy
by: He Wang, et al.
Published: (2025-06-01)

Fu&rsquo;s Subcutaneous Needling Combined with Kinematic Acupuncture versus Electroacupuncture in the Treatment of Cervical Spondylotic Radiculopathy: A Randomized Controlled Trial [Letter]
by: Pan X, et al.
Published: (2025-06-01)

Scapular pain in cervical radiculopathy: A scoping review
by: Joel Carmichael, DC, PhD, et al.
Published: (2025-09-01)

Multiparametric MRI-based radiomics for preoperative prediction of parametrial invasion in early-stage cervical cancer
by: Chongshuang Yang, et al.
Published: (2025-08-01)

Development and validation of MRI-based radiomics model for clinical symptom stratification of extrinsic adenomyosis
by: Man Sun, et al.
Published: (2025-12-01)

Correlation of electromyography findings and magnetic resonance imaging in cervical radiculopathies
by: Dominović-Kovačević Aleksandra, et al.
Published: (2025-01-01)

Prediction of recurrence risk of cervical cancer after radiotherapy using multi-sequence MRI radiomics
by: Jie Chen, et al.
Published: (2025-06-01)

Intraoperative assesment of spinal cord conduction during surgical decompression in patients with cervical spondylotic myelopathy
by: M. A. Hit’, et al.
Published: (2015-02-01)

Diffusion tensor imaging studies of cervical spondylotic myelopathy: a systemic review and meta-analysis.
by: Xiaofei Guan, et al.
Published: (2015-01-01)

Electromyography in the diagnosis of radiculopathies
by: A. A. Rogozhin, et al.
Published: (2015-02-01)

Is anterior cervical discectomy and fusion superior to corpectomy and fusion for treatment of multilevel cervical spondylotic myelopathy? A systemic review and meta-analysis.
by: Ying-Chao Han, et al.
Published: (2014-01-01)

Cerebellar MRI-based radiomics models for identifying mild cognitive impairment: a retrospective multicenter study in Southeast China
by: Jianping Lu, et al.
Published: (2025-07-01)

MRI-based radiomics model for predicting the nature of nodules in cirrhotic liver
by: Xueling Wen, et al.
Published: (2025-08-01)

Cervical radiculopathy management with physical, chiropractic, and acupuncture therapy: Factors associated with different therapy utilization patterns
by: Anthony E. Seddio, BS, et al.
Published: (2025-06-01)

Deep Learning Spinal Cord Segmentation Based on B0 Reference for Diffusion Tensor Imaging Analysis in Cervical Spondylotic Myelopathy
by: Shuoheng Yang, et al.
Published: (2025-06-01)

Normalization Strategies in Multi-Center Radiomics Abdominal MRI: Systematic Review and Meta-Analyses
by: Jovana Panic, et al.
Published: (2023-01-01)

Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature
by: Ali S. Alyami
Published: (2025-05-01)

The predictive value of conventional MRI combined with radiomics in the immediate ablation rate of HIFU treatment for uterine fibroids
by: Chao Wei, et al.
Published: (2022-12-01)

Towards Precision Medicine in Sinonasal Tumors: Low-Dimensional Radiomic Signature Extraction from MRI
by: Riccardo Biondi, et al.
Published: (2025-06-01)

Research on the application of distinguishing between benign and malignant breast nodules using MRI and US radiomics
by: Yifan Liu, et al.
Published: (2025-07-01)

Multimodal MRI radiomics based on habitat subregions of the tumor microenvironment for predicting risk stratification in glioblastoma.
by: Han Wang
Published: (2025-01-01)

Predicting the efficacy of chemoradiotherapy in advanced nasopharyngeal carcinoma patients: an MRI radiomics and machine learning approach
by: Liucheng Chen, et al.
Published: (2025-06-01)

Using baseline MRI radiomics to predict the tumor shrinkage patterns in HR-Positive, HER2-Negative Breast Cancer
by: Lijia Wang, et al.
Published: (2025-07-01)

MRI-based multiregional radiomics for preoperative prediction of Ki-67 expression in meningiomas: a two-center study
by: Ming Luo, et al.
Published: (2025-07-01)

Developing a predictive model for neoadjuvant therapy in HER2 overexpression breast cancer using multi-parameter MRI radiomics: two-center retrospective study
by: Lingling Wang, et al.
Published: (2025-07-01)

Radiomics and Machine Learning Approaches for the Preoperative Classification of In Situ vs. Invasive Breast Cancer Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE–MRI)
by: Luana Conte, et al.
Published: (2025-07-01)

Aspects of clinical differential diagnosis of radiculopathy in Lyme disease and spondylosis
by: N. S. Baranova, et al.
Published: (2010-08-01)

The experience with repetitive peripheral magnetic stimulation in subjects with lumbosacral radiculopathy
by: V. N. Blokhina, et al.
Published: (2020-08-01)

Quantitative Classification of Uterine Myoma Perfusion on DCE-MRI: Retrospective Analysis of Data and Clinical Implications
by: Alan Bruszewski, et al.
Published: (2025-06-01)

Heterogeneity Assessment of Breast Cancer Tumor Microenvironment: Multiparametric Quantitative Analysis with DCE-MRI and Discovery of Radiomics Biomarkers
by: Ma W, et al.
Published: (2025-07-01)

Combined Application of Deep Learning and Radiomic Features for Classification of Lung CT Images
by: Shariati Faridoddin, et al.
Published: (2025-03-01)

"You do it to cover your own back": The assessment of cervical spine radiculopathy among physiotherapists in the United Kingdom: A mixed methods research study.
by: Michael Mansfield, et al.
Published: (2025-01-01)

DIFFERENTIAL DIAGNOSIS OF RADICULOPATHY IN LYME BORRELIOSISAND DYSTROPHIC LESIONS OF THE VERTEBRAL COLUMN
by: L A Nizovtseva, et al.
Published: (2010-06-01)

Efficacy of laser nucleoplasty and radiofrequency neuromodulation in the treatment of discogenic lumbar radiculopathy
by: S. N. Larionov, et al.
Published: (2024-12-01)

Magnetic resonance imaging in cervical cancer: current opportunities of radiomics analysis and prospects for its further developmen
by: A. E. Solopova, et al.
Published: (2023-09-01)

MRI OPPORTUNITIES IN CERVICAL CANCER LOCAL STAGING PREOPERATIVE EVALUATION
by: N. A. Rubtsova, et al.
Published: (2016-09-01)

Value of MRI radiomics based on intratumoral and peritumoral heterogeneity in predicting spatial patterns of locally recurrent high-grade gliomas
by: WANG Hanwei, et al.
Published: (2025-07-01)