First-year treatment response predicts the following 5-year disease course in patients with relapsing-remitting multiple sclerosis by Simona Toscano, Tim Spelman, Serkan Ozakbas, Raed Alroughani, Clara G. Chisari, Salvatore Lo Fermo, Alexandre Prat, Marc Girard, Pierre Duquette, Guillermo Izquierdo, Sara Eichau, Pierre Grammond, Cavit Boz, Tomas Kalincik, Yolanda Blanco, Katherine Buzzard, Olga Skibina, Maria Jose Sa, Anneke van der Walt, Helmut Butzkueven, Murat Terzi, Oliver Gerlach, Francois Grand'Maison, Matteo Foschi, Andrea Surcinelli, Michael Barnett, Alessandra Lugaresi, Marco Onofrj, Bassem Yamout, Samia J. Khoury, Julie Prevost, Jeannette Lechner-Scott, Davide Maimone, Maria Pia Amato, Daniele Spitaleri, Vincent Van Pesch, Richard Macdonell, Elisabetta Cartechini, Koen de Gans, Mark Slee, Tamara Castillo-Triviño, Aysun Soysal, Jose Luis Sanchez-Menoyo, Guy Laureys, Liesbeth Van Hijfte, Pamela McCombe, Ayse Altintas, Bianca Weinstock-Guttman, Eduardo Aguera-Morales, Masoud Etemadifar, Cristina Ramo-Tello, Nevin John, Recai Turkoglu, Suzanne Hodgkinson, Sarah Besora, Bart Van Wijmeersch, Ricardo Fernandez-Bolaños, Francesco Patti

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Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data by 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, Csilla Rozsa, Bruce Taylor, Talal Al-Harbi, Attila Sas, Cecilia Rajda, Orla Gray, Danny Decoo, William M. Carroll, Allan G. Kermode, Marzena Fabis-Pedrini, Deborah Mason, Angel Perez-Sempere, Mihaela Simu, Neil Shuey, Bhim Singhal, Marija Cauchi, Todd A. Hardy, Sudarshini Ramanathan, Patrice Lalive, Carmen-Adella Sirbu, Stella Hughes, Tamara Castillo Trivino, Liesbet M. Peeters, Yves Moreau

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