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 |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41317205 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: 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. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Wang+Z%22">Wang Z</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Li+S%22">Li S</searchLink>; Department of Radiology, People's Hospital of Inner Mongolia Autonomous Region, Hohhot, China.<br /><searchLink fieldCode="AU" term="%22Liu+J%22">Liu J</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Department of Magnetic Resonance, The People's Hospital of Baoan Shenzhen, Shenzhen, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Tang+M%22">Tang M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ren+W%22">Ren W</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Guo+J%22">Guo J</searchLink>; Department of Neurology, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China.<br /><searchLink fieldCode="AU" term="%22Shao+Z%22">Shao Z</searchLink>; Department of Mathematics and Statistics, Lanzhou University, Lanzhou, China.<br /><searchLink fieldCode="AU" term="%22Jiang+J%22">Jiang J</searchLink>; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.<br /><searchLink fieldCode="AU" term="%22Jia+F%22">Jia F</searchLink>; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.<br /><searchLink fieldCode="AU" term="%22Li+H%22">Li H</searchLink>; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.<br /><searchLink fieldCode="AU" term="%22Xu+X%22">Xu X</searchLink>; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China.<br /><searchLink fieldCode="AU" term="%22Liu+G%22">Liu G</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Jiang+Y%22">Jiang Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ding+Y%22">Ding Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ai+K%22">Ai K</searchLink>; Department of Clinical and Technical Support, Philips Healthcare, Xi'an, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou, 730030, China. ery&#95;zhangjing@lzu.edu.cn.; Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China. ery&#95;zhangjing@lzu.edu.cn. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220423161%22">Journal of neurology</searchLink> [J Neurol] 2025 Nov 29; Vol. 272 (12), pp. 792. <i>Date of Electronic Publication: </i>2025 Nov 29. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study; Validation Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag%22">Springer-Verlag </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>0423161 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-1459 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2203405354%22">03405354 </searchLink><i>NLM ISO Abbreviation: </i>J Neurol <i>Subsets: </i>MEDLINE |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00415-025-13455-9 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 792 Titles: – TitleFull: 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. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wang Z – PersonEntity: Name: NameFull: Li S – PersonEntity: Name: NameFull: Liu J – PersonEntity: Name: NameFull: Li Y – PersonEntity: Name: NameFull: Tang M – PersonEntity: Name: NameFull: Wang J – PersonEntity: Name: NameFull: Ren W – PersonEntity: Name: NameFull: Guo J – PersonEntity: Name: NameFull: Shao Z – PersonEntity: Name: NameFull: Jiang J – PersonEntity: Name: NameFull: Jia F – PersonEntity: Name: NameFull: Li H – PersonEntity: Name: NameFull: Xu X – PersonEntity: Name: NameFull: Liu G – PersonEntity: Name: NameFull: Jiang Y – PersonEntity: Name: NameFull: Ding Y – PersonEntity: Name: NameFull: Ai K – PersonEntity: Name: NameFull: Zhang J IsPartOfRelationships: – BibEntity: Dates: – D: 29 M: 11 Text: 2025 Nov 29 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1432-1459 Numbering: – Type: volume Value: 272 – Type: issue Value: 12 Titles: – TitleFull: Journal of neurology Type: main |
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