MR diffusion changes correlate with ultra-structurally defined axonal degeneration in murine optic nerve. - Qizhu Wu; Helmut Butzkueven; Melissa Gresle; Frank Kirchhoff; Anna Friedhuber; Qing Yang; Hong Wang; Ke Fang; Hao Lei; Gary F. Egan; Trevor J. Kilpatrick (NeuroImage, 2007)

Optic nerve diffusion changes and atrophy jointly predict visual dysfunction after optic neuritis. - Scott C. Kolbe; Caron Chapman; Thanh Nguyen; Clare Bajraszewski; Leigh A. Johnston; Michael Kean; Peter Mitchell; Mark Paine; Helmut Butzkueven; Trevor J. Kilpatrick; Gary F. Egan (NeuroImage, 2009)

Deep Survival Analysis in Multiple Sclerosis. - Xin Zhang; Deval Mehta; Chao Zhu; Daniel Merlo; Yanan Hu; Melissa Gresle; David Darby; Anneke van der Walt; Helmut Butzkueven; Zongyuan Ge (PRIME@MICCAI, 2023)

A real-world clinical validation for AI-based MRI monitoring in multiple sclerosis. - Michael Barnett 006; Dongang Wang; Heidi Beadnall; Antje Bischof; David Brunacci; Helmut Butzkueven; J. William L. Brown; Mariano Cabezas; Tilak Das; Tej Dugal; Daniel Guilfoyle; Alexander Klistorner; et al. (npj Digit. Medicine, 2023)

Explainable time-to-progression predictions in multiple sclerosis. - Robbe D'hondt; Klest Dedja; Sofie Aerts; Bart Van Wijmeersch; Tomas Kalincik; Stephen Reddel; Eva Kubala Havrdova; Alessandra Lugaresi; Bianca Weinstock-Guttman; Saloua Mrabet; Patrice Lalive; Allan G. Kermode; et al. (Comput. Methods Programs Biomed., 2025)

Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data. - Ashkan Pirmani; Edward De Brouwer; Adam Arany; Martijn Oldenhof; Antoine Passemiers; Axel Faes; Tomas Kalincik; Serkan Ozakbas; Riadh Gouider; Barbara Willekens; Dana Horáková; Eva Kubala Havrdova; et al. (npj Digit. Medicine, 2025)

Adaptive transformer modelling of density function for nonparametric survival analysis. - Xin Zhang; Deval Mehta; Yanan Hu; Chao Zhu; David Darby; Zhen Yu; Daniel Merlo; Melissa Gresle; Anneke van der Walt; Helmut Butzkueven; Zongyuan Ge (Mach. Learn., 2025)