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Machine-learning-based prediction of disability progression in multiple sclerosis: An observational, international, multi-center study

dc.contributor.authorDe Brouwer, Edward
dc.contributor.authorBecker, Thijs
dc.contributor.authorWerthen Brabants, Lorin
dc.contributor.authorDewulf, Pieter
dc.contributor.authorIliadis, Dimitrios
dc.contributor.authorDekeyser, Catherine
dc.contributor.authorLaureys, Guy
dc.contributor.authorVan Wijmeersch, Bart
dc.contributor.authorPopescu, Veronica
dc.contributor.authorDhaene, Tom
dc.contributor.authorDeschrijver, Dirk
dc.contributor.authorWaegeman, Willem
dc.contributor.authorDe Baets, Bernard
dc.contributor.authorStock, Michiel
dc.contributor.authorHorakova, Dana
dc.contributor.authorPatti, Francesco
dc.contributor.authorIzquierdo, Guillermo
dc.contributor.authorEichau, Sara
dc.contributor.authorGirard, Marc
dc.contributor.authorPrat, Alexandre
dc.contributor.authorLugaresi, Alessandra
dc.contributor.authorGrammond, Pierre
dc.contributor.authorKalincik, Tomas
dc.contributor.authorAlroughani, Raed
dc.contributor.authorGrand'Maison, Francois
dc.contributor.authorSkibina, Olga
dc.contributor.authorTerzi, Murat
dc.contributor.authorLechner-Scott, Jeannette
dc.contributor.authorGerlach, Oliver
dc.contributor.authorKhoury, Samia J.
dc.contributor.authorCartechini, Elisabetta
dc.contributor.authorVan Pesch, Vincent
dc.contributor.authorSa, Maria Jose
dc.contributor.authorWeinstock-Guttman, Bianca
dc.contributor.authorBlanco, Yolanda
dc.contributor.authorAmpapa, Radek
dc.contributor.authorSpitaleri, Daniele
dc.contributor.authorSolaro, Claudio
dc.contributor.authorMaimone, Davide
dc.contributor.authorSoysal, Aysun
dc.contributor.authorIuliano, Gerardo
dc.contributor.authorGouider, Riadh
dc.contributor.authorCastillo-Trivino, Tamara
dc.contributor.authorLuis Sanchez-Menoyo, Jose
dc.contributor.authorLaureys, Guy
dc.contributor.authorvan der Walt, Anneke
dc.contributor.authorOh, Jiwon
dc.contributor.authorAguera-Morales, Eduardo
dc.contributor.authorAltintas, Ayse
dc.contributor.authorAl-Asmi, Abdullah
dc.contributor.authorde Gans, Koen
dc.contributor.authorFragoso, Yara
dc.contributor.authorCsepany, Tunde
dc.contributor.authorHodgkinson, Suzanne
dc.contributor.authorDeri, Norma
dc.contributor.authorAl-Harbi, Talal
dc.contributor.authorTaylor, Bruce
dc.contributor.authorGray, Orla
dc.contributor.authorLalive, Patrice
dc.contributor.authorRozsa, Csilla
dc.contributor.authorMcGuigan, Chris
dc.contributor.authorKermode, Allan
dc.contributor.authorPerez Sempere, Angel
dc.contributor.authorMihaela, Simu
dc.contributor.authorSimo, Magdolna
dc.contributor.authorHardy, Todd
dc.contributor.authorDecoo, Danny
dc.contributor.authorHughes, Stella
dc.contributor.authorGrigoriadis, Nikolaos
dc.contributor.authorSas, Attila
dc.contributor.authorVella, Norbert
dc.contributor.authorMoreau, Yves
dc.contributor.authorPeeters, Liesbet
dc.date.accessioned2025-04-08T09:45:59Z
dc.date.available2025-03-21T05:43:47Z
dc.date.available2025-03-24T11:58:28Z
dc.date.available2025-04-08T09:45:59Z
dc.date.issued2024
dc.identifier.issn2767-3170
dc.identifier.otherWOS:001439561000001
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/45430.3
dc.sourceWOS
dc.titleMachine-learning-based prediction of disability progression in multiple sclerosis: An observational, international, multi-center study
dc.typeJournal article
dc.contributor.imecauthorDhaene, Tom
dc.contributor.imecauthorDeschrijver, Dirk
dc.contributor.imecauthorWerthen Brabants, Lorin
dc.contributor.orcidimecDhaene, Tom::0000-0003-2899-4636
dc.contributor.orcidimecDeschrijver, Dirk::0000-0001-6600-1792
dc.contributor.orcidimecWerthen Brabants, Lorin::0000-0001-9976-1886
dc.date.embargo2024-07-25
dc.identifier.doi10.1371/journal.pdig.0000533
dc.source.numberofpages25
dc.source.peerreviewyes
dc.source.beginpageArt. e0000533
dc.source.endpageN/A
dc.source.journalPLOS DIGITAL HEALTH
dc.identifier.pmidMEDLINE:39052668
dc.source.issue7
dc.source.volume3
imec.availabilityPublished - open access
dc.description.wosFundingTextThis study was funded by the Research Foundation Flanders (FWO) and the Flemish government through the Onderzoeksprogramma Artificiele Intelligentie (AI) Vlaanderen program (https://www.flandersairesearch.be/en).This funding was awarded to YM, LB, TD, DD, WW, and BDB and funded EBD, TB, LWB, PD, DI, MS, YM, LB, TD, DD, WW, and BDB. EDB was also concomitantly funded by a FWO-SB fellowship (1S98821N -https://fwo.be).The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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320.500.12860/45430.3*2025-04-08T09:35:22Zvalidation by library/open access desk
220.500.12860/45430.22025-03-24T11:54:15Zvalidation by imec author
120.500.12860/454302025-03-21T05:43:47Z

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