Barbara Willekens assistant professor

Publications Barbara Willekens

Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data

Source
npj Digital Medicine - ISSN 2398-6352-8:1 (2025) p. 1-15
Author(s)
    Ashkan Pirmani, Edward De Brouwer, Ádám Arany, Martijn Oldenhof, Antoine Passemiers, Axel Faes, Tomas Kalincik, Serkan Ozakbas, Riadh Gouider, Barbara Willekens, Dana Horakova, Eva Kubala Havrdova, Francesco Patti, Alexandre Prat, Alessandra Lugaresi, Valentina Tomassini, Pierre Grammond, Elisabetta Cartechini, Izanne Roos, Cavit Boz, Raed Alroughani, Maria Pia Amato, Katherine Buzzard, Jeannette Lechner-Scott, Joana Guimarães, Claudio Solaro, Oliver Gerlach, Aysun Soysal, Jens Kuhle, Jose Luis Sanchez-Menoyo, Daniele Spitaleri, Tunde Csepany, Bart Van Wijmeersch, Radek Ampapa, Julie Prevost, Samia J. Khoury, Vincent Van Pesch, Nevin John, Davide Maimone, Bianca Weinstock-Guttman, Guy Laureys, Pamela McCombe, Yolanda Blanco, Ayse Altintas, Abdullah Al-Asmi, Justin Garber, Anneke Van der Walt, Helmut Butzkueven, Koen de Gans, Yves Moreau

Corticosteroid treatment of multiple sclerosis relapses is associated with lower disability worsening over 5 years

Source
Journal of neurology, neurosurgery and psychiatry - ISSN 0022-3050- (2025) p.
Author(s)
    Jodie I. Roberts, Sifat Sharmin, Dana Horakova, Eva Kubala Havrdova, Serkan Ozakbas, Alessandra Lugaresi, Valentina Tomassini, Raed Alroughani, Katherine Buzzard, Olga Skibina, Cavit Boz, Recai Turkoglu, Davide Maimone, Bassem Yamout, Samia Joseph Khoury, Daniele Spitaleri, Jeannette Lechner-Scott, Marc Girard, Pierre Duquette, Abdullah Al-Asmi, Radek Ampapa, Matteo Foschi, Andrea Surcinelli, Francesco Patti, Vincent Van Pesch, Cristina Ramo-Tello, José Luis Sánchez-Menoyo, Ayse Altintas, Pierre Grammond, Elisabetta Cartechini, Tunde Csepany, Guy Laureys, Barbara Willekens, Izanne Roos, Tomas Kalincik

Haematopoietic stem cell transplant versus immune-reconstitution therapy in relapsing multiple sclerosis

Source
Brain - ISSN 0006-8950- (2025) p.
Author(s)
    Tomas Kalincik, Sifat Sharmin, Izanne Roos, Mark S. Freedman, Harold Atkins, Jennifer Massey, Ian Sutton, Barbara Withers, Joachim Burman, Øivind Torkildsen, Lars Bø, Anne Kristine Lehmann, Eva Kubala Havrdova, Eva Krasulova, Marek Trneny, Tomas Kozak, Richard Macdonell, J. William L. Brown, Alasdair Coles, Anneke van der Walt, Helmut Butzkueven, Bart Van Wijmeersch, Jeannette Lechner-Scott, Michael Barnett, Guy Laureys, Barbara Willekens, Katherine Buzzard, Olga Skibina, Maria Di Gregorio, Suzanne Hodgkinson, Serkan Ozakbas, Jose E. Meca-Lallana, Raed Alroughani, Julie Prevost, Matteo Foschi, Andrea Surcinelli, Stefano Neri, Sara Eichau, Pamela McCombe, Nevin John, Simón Cárdenas-Robledo, Jiwon Oh, Jose Luis Sanchez-Menoyo, Francesco Patti, Oliver Gerlach, Yolanda Blanco, Pierre Grammond, Basil Sharrack, John A. Snowden

Four years on : pregnancy and birth outcomes reported in the MSBase pregnancy, neonatal outcomes, and Women's Health Registry (2020–2024)

Source
Multiple sclerosis : clinical and laboratory research - ISSN 1352-4585-31:9 (2025) p. 1088-1101
Author(s)
    Vilija G. Jokubaitis, Raed Alroughani, Ayse Altintas, Sara Eichau, Stella Hughes, Barbara Willekens, Dana Horakova, Eva Kubala Havrdova, Serkan Ozakbas, Cavit Boz, Mario Habek, Tomas Kalincik, Izanne Roos, Masoud Etemadifar, Marek Peterka, Jeannette Lechner-Scott, Jose E. Meca-Lallana, Zuzana Rous, Jana Houskova, Alexandre Prat, Marc Girard, Radek Ampapa, Katherine Buzzard, Olga Skibina, Nevin A. John, Allan G. Kermode, Marzena J. Fabis-Pedrini, Matteo Foschi, Andrea Surcinelli, Yolanda Blanco, Seyed Mohammad Baghbanian, Oliver Gerlach, Richard Macdonell, Zbysek Pavelek, Pavel Stourac, Pamela McCombe, Guy Laureys, Helmut Butzkueven, Anneke van der Walt, Orla Gray, Marta Vachova, Jana Libertinova, Michael Barnett, Pavel Hradilek, Pierre Duquette, Alena Martinkova, William M. Carroll, Eva Recmanova, Julie Prevost, Oksana Kopchak

Need for awareness and surveillance of long-term post-COVID neurodegenerative disorders : a position paper from the neuroCOVID‐19 task force of the European Academy of Neurology

Source
Journal of neurology - ISSN 0340-5354-272:6 (2025) p. 1-12
Author(s)
    Dániel Bereczki, Ádám Dénes, Filippo M. Boneschi, Tamar Akhvlediani, Francesco Cavallieri, Alessandra Fanciulli, Saša R. Filipović, Alla Guekht, Raimund Helbok, Sonja Hochmeister, Tim J. von Oertzen, Serefnur Özturk, Alberto Priori, Martin Rakusa, Barbara Willekens, Elena Moro, Johann Sellner