dc.contributor | Vall d'Hebron Barcelona Hospital Campus |
dc.contributor.author | Wottschel, Viktor |
dc.contributor.author | Enzinger, Christian |
dc.contributor.author | Filippi, Massimo |
dc.contributor.author | Frederiksen, Jette L. |
dc.contributor.author | Gasperini, Claudio |
dc.contributor.author | Rovira Cañellas, Alex |
dc.contributor.author | Tintore Subirana, Mar |
dc.contributor.author | Chard, Declan |
dc.date.accessioned | 2021-04-12T08:08:27Z |
dc.date.available | 2021-04-12T08:08:27Z |
dc.date.issued | 2019 |
dc.identifier.citation | Wottschel V, Chard DT, Enzinger C, Filippi M, Frederiksen JL, Gasperini C, et al. SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis. NeuroImage Clin. 2019 Jan 1;24. |
dc.identifier.issn | 2213-1582 |
dc.identifier.uri | https://hdl.handle.net/11351/5838 |
dc.description | Esclerosi múltiple; Classificació d'aprenentatge automàtic; Selecció de funcions |
dc.description.sponsorship | This project received funding from the European Union's Horizon2020 Research and Innovation Program EuroPOND under grant agreement number 666992, and it was supported by the National Institute for Health Research University College London Hospitals Biomedical Research Centre. We thank all participating partners of the MAGNIMS study group for sharing their data with us. |
dc.language.iso | eng |
dc.publisher | Elsevier |
dc.relation.ispartofseries | NeuroImage: Clinical;24 |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ |
dc.source | Scientia |
dc.subject | Esclerosi múltiple |
dc.subject | Imatgeria per ressonància magnètica |
dc.subject.mesh | Multiple Sclerosis |
dc.subject.mesh | Magnetic Resonance Imaging |
dc.subject.mesh | Support Vector Machine |
dc.title | SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis |
dc.type | info:eu-repo/semantics/article |
dc.identifier.doi | 10.1016/j.nicl.2019.102011 |
dc.subject.decs | esclerosis múltiple |
dc.subject.decs | imagen por resonancia magnética |
dc.subject.decs | máquina de soporte vectorial |
dc.relation.publishversion | https://doi.org/10.1016/j.nicl.2019.102011 |
dc.type.version | info:eu-repo/semantics/publishedVersion |
dc.audience | Professionals |
dc.contributor.organismes | Institut Català de la Salut |
dc.contributor.authoraffiliation | [Wottschel V] Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Location VUmc, Amsterdam, The Netherlands. Queen Square MS Centre, University College London, London, United Kingdom. [Chard DT] Queen Square MS Centre, University College London, London, United Kingdom. National Institute of Health Research (NIHR), University College London Hospitals, Biomedical Research Centre, London, United Kingdom. [Enzinger C] Research Unit for Neuronal Repair and Plasticity, Department of Neurology, Medical University of Graz, Graz, Austria. [Filippi M] Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy. [Frederiksen JL] Rigshospitalet-Glostrup and University of Copenhagen, Copenhagen, Denmark. [Gasperini C] San Camillo-Forlanini Hospital, Rome, Italy. [Rovira A, Tintoré M] Vall d'Hebron Hospital Universitari, Barcelona, Spain |
dc.identifier.pmid | 31734524 |
dc.identifier.wos | 000504663800125 |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/H2020/EU.3.1.1. |
dc.rights.accessrights | info:eu-repo/semantics/openAccess |