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PLOS Digital Health|July 25, 2024
Machine-learning-based prediction of disability progression in multiple sclerosis: An observational, international, multi-center studyEdward De Brouwer, Thijs Becker, Lorin Werthen-Brabants, et al.Journal of Neurology|April 19, 2026
Predicting disease progression in multiple sclerosis with clinically accessible information and technologyTom A N Fuchs, Menno M Schoonheim, Eva M M Strijbis, et al.NPJ Digital Medicine|July 24, 2025
Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical dataAshkan Pirmani, Edward De Brouwer, Ádám Arany, et al.Journal of Neurology|February 3, 2026
Effect of late-onset on multiple sclerosis phenotype and outcome: evidence from a multi-national registryAmira Souissi, Francesco Patti, Tim Spelman, et al.JAMA Neurology|April 14, 2025
Standardized Definition of Progression Independent of Relapse Activity (PIRA) in Relapsing-Remitting Multiple SclerosisJannis Müller, Sifat Sharmin, Johannes Lorscheider, et al.Pageof 3