Edward De Brouwer
Leuven, VLG, Belgium
Last Updated: 09/26/2026
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Found 14 publications
Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening.
Journal: Frontiers in immunology
Published: May 09, 2025
Leveraging hand-crafted radiomics on multicenter FLAIR MRI for predicting disability worsening in people with multiple sclerosis.
Journal: Frontiers in neuroscience
Published: May 02, 2025
Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data.
Journal: NPJ digital medicine
Published: February 13, 2025
Accessible Ecosystem for Clinical Research (Federated Learning for Everyone): Development and Usability Study.
Journal: JMIR formative research
Published: December 15, 2023
Machine-learning-based prediction of disability progression in multiple sclerosis: An observational, international, multi-center study.
Journal: PLOS digital health
Published: June 29, 2023
The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research.
Journal: JMIR medical informatics
Published: April 20, 2023
Augmenting THerapeutic Effectiveness Through Novel Analytics (ATHENA) - A Public and Private Partnership Project Funded by the Flemish Government (VLAIO).
Journal: Studies in health technology and informatics
Published: May 25, 2022
Severity of COVID19 infection among patients with multiple sclerosis treated with interferon-β.
Journal: Multiple sclerosis and related disorders
Published: May 04, 2022
Updated Results of the COVID-19 in MS Global Data Sharing Initiative: Anti-CD20 and Other Risk Factors Associated With COVID-19 Severity.
Journal: Neurology(R) neuroimmunology & neuroinflammation
Published: January 04, 2022
Corrigendum to Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression: [Computer Methods and Programs in Biomedicine, Volume 208, (September 2021) 106180].
Journal: Computer methods and programs in biomedicine
Published: November 08, 2021
Associations of Disease-Modifying Therapies With COVID-19 Severity in Multiple Sclerosis.
Journal: Neurology
Published: February 12, 2021
Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression.
Journal: Computer methods and programs in biomedicine
Published: January 05, 2021
Last Updated: 09/26/2026