Nomograms integrating cortical morphometric metrics with 3D multi-parametric MRI radiomics for predicting disability progression and cognitive worsening in relapsing-remitting multiple sclerosis: a multi-center validation study.
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| Title: | Nomograms integrating cortical morphometric metrics with 3D multi-parametric MRI radiomics for predicting disability progression and cognitive worsening in relapsing-remitting multiple sclerosis: a multi-center validation study. |
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| Authors: | Wang Z; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Li S; Department of Radiology, People's Hospital of Inner Mongolia Autonomous Region, Hohhot, China., Liu J; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Li Y; Department of Magnetic Resonance, The People's Hospital of Baoan Shenzhen, Shenzhen, Guangdong, China., Tang M; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Wang J; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Ren W; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Guo J; Department of Neurology, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China., Shao Z; Department of Mathematics and Statistics, Lanzhou University, Lanzhou, China., Jiang J; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China., Jia F; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China., Li H; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China., Xu X; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China., Liu G; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Jiang Y; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Ding Y; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China., Ai K; Department of Clinical and Technical Support, Philips Healthcare, Xi'an, China., Zhang J; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China. ery_zhangjing@lzu.edu.cn.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China. ery_zhangjing@lzu.edu.cn. |
| Source: | Journal of neurology [J Neurol] 2025 Nov 29; Vol. 272 (12), pp. 792. Date of Electronic Publication: 2025 Nov 29. |
| Publication Type: | Journal Article; Multicenter Study; Validation Study |
| Journal Info: | Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 0423161 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1459 (Electronic) Linking ISSN: 03405354 NLM ISO Abbreviation: J Neurol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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