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

Journal: PLOS digital health

Publication Year: 

Authors & Co-authors:  De Brouwer Edward E Becker Thijs T Werthen-Brabants Lorin L Dewulf Pieter P Iliadis Dimitrios D Dekeyser Cathérine C Laureys Guy G Van Wijmeersch Bart B Popescu Veronica V Dhaene Tom T

Early clinical markers of aggressive multiple sclerosis.

Journal: Brain : a journal of neurology

Publication Year: 2020

Authors & Co-authors:  Malpas Charles B CB Manouchehrinia Ali A Sharmin Sifat S Roos Izanne I Horakova Dana D Havrdova Eva Kubala EK Trojano Maria M Izquierdo Guillermo G Eichau Sara S Bergamaschi Roberto R

Heterogeneity on long-term disability trajectories in patients with secondary progressive MS: a latent class analysis from Big MS Data network.

Journal: Journal of neurology, neurosurgery, and psychiatry

Publication Year: 2022

Authors & Co-authors:  Signori Alessio A Lorscheider Johannes J Vukusic Sandra S Trojano Maria M Iaffaldano Pietro P Hillert Jan J Hyde Robert R Pellegrini Fabio F Magyari Melinda M Koch-Henriksen Nils N

Early predictors of disability in paediatric multiple sclerosis: evidence from a multi-national registry.

Journal: Journal of neurology, neurosurgery, and psychiatry

Publication Year: 

Authors & Co-authors:  Sharmin Sifat S Malpas Charles B CB Roos Izanne I Diouf Ibrahima I Alroughani Raed R Ozakbas Serkan S Izquierdo Guillermo G Eichau Sara S Horakova Dana D Havrdova Eva K EK

Comparative effectiveness in multiple sclerosis: A methodological comparison.

Journal: Multiple sclerosis (Houndmills, Basingstoke, England)

Publication Year: 2023

Authors & Co-authors:  Roos Izanne I Diouf Ibrahima I Sharmin Sifat S Horakova Dana D Havrdova Eva Kubala EK Patti Francesco F Shaygannejad Vahid V Ozakbas Serkan S Izquierdo Guillermo G Eichau Sara S

The risk of secondary progressive multiple sclerosis is geographically determined but modifiable.

Journal: Brain : a journal of neurology

Publication Year: 2023

Authors & Co-authors:  Sharmin Sifat S Roos Izanne I Simpson-Yap Steve S Malpas Charles C Sánchez Marina M MM Ozakbas Serkan S Horakova Dana D Havrdova Eva K EK Patti Francesco F Alroughani Raed R

Effectiveness of multiple disease-modifying therapies in relapsing-remitting multiple sclerosis: causal inference to emulate a multiarm randomised trial.

Journal: Journal of neurology, neurosurgery, and psychiatry

Publication Year: 2023

Authors & Co-authors:  Diouf Ibrahima I Malpas Charles B CB Sharmin Sifat S Roos Izanne I Horakova Dana D Kubala Havrdova Eva E Patti Francesco F Shaygannejad Vahid V Ozakbas Serkan S Eichau Sara S