Articles with public access mandates - Edward De BrouwerLearn more
Available somewhere: 17
Gru-ode-bayes: Continuous modeling of sporadically-observed time series
E De Brouwer, J Simm, A Arany, Y Moreau
Conference on Neural Information Processing Systems, 2019
Mandates: Research Foundation (Flanders)
Associations of disease-modifying therapies with COVID-19 severity in multiple sclerosis
S Simpson-Yap*, E De Brouwer*, T Kalincik, N Rijke, JA Hillert, C Walton, ...
Neurology 97 (19), e1870-e1885, 2021
Mandates: National Health and Medical Research Council, Australia
COVID-19 in people with multiple sclerosis: A global data sharing initiative
LM Peeters, T Parciak, C Walton, L Geys, Y Moreau, E De Brouwer, ...
Multiple Sclerosis Journal 26 (10), 1157-1162, 2020
Mandates: Swedish Research Council
Modeling the COVID-19 outbreaks and the effectiveness of the containment measures adopted across countries
E De Brouwer, D Raimondi, Y Moreau
MedRxiv, 2020.04. 02.20046375, 2020
Mandates: Research Foundation (Flanders), European Commission
Updated results of the COVID-19 in MS global data sharing initiative: anti-CD20 and other risk factors associated with COVID-19 severity
S Simpson-Yap, A Pirmani, T Kalincik, E De Brouwer, L Geys, T Parciak, ...
Neurology: Neuroimmunology & Neuroinflammation 9 (6), e200021, 2022
Mandates: National Health and Medical Research Council, Australia
Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression
E De Brouwer, T Becker, Y Moreau, EK Havrdova, M Trojano, S Eichau, ...
Computer methods and programs in biomedicine 208, 106180, 2021
Mandates: Research Foundation (Flanders), European Commission
Predicting the impact of treatments over time with uncertainty aware neural differential equations
E De Brouwer, JG Hernández, S Hyland
AISTATS 2022, 2022
Mandates: Research Foundation (Flanders)
Learning dynamical systems from data: A simple cross-validation perspective, part iii: Irregularly-sampled time series
J Lee, E De Brouwer, B Hamzi, H Owhadi
Physica D: Nonlinear Phenomena,, 2021
Mandates: US Department of Defense, US National Aeronautics and Space Administration …
Deep Counterfactual Estimation with Categorical Background Variables
E De Brouwer
NeurIPS 2022, 2022
Mandates: Research Foundation (Flanders)
Severity of COVID19 infection among patients with multiple sclerosis treated with interferon-β
S Simpson-Yap, A Pirmani, E De Brouwer, LM Peeters, L Geys, T Parciak, ...
Multiple Sclerosis and Related Disorders 66, 104072, 2022
Mandates: National Health and Medical Research Council, Australia, Research Foundation …
Expressive graph informer networks
J Simm, A Arany, E De Brouwer, Y Moreau
International Conference on Machine Learning, Optimization, and Data Science …, 2021
Mandates: Research Foundation (Flanders), European Commission
The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research
A Pirmani, E De Brouwer, L Geys, T Parciak, Y Moreau, LM Peeters
JMIR Medical Informatics 11 (1), e48030, 2023
Mandates: National Health and Medical Research Council, Australia
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
G Huguet*, A Tong*, E De Brouwer*, Y Zhang, G Wolf, I Adelstein, ...
NeurIPS 2023, 2023
Mandates: US National Science Foundation, US National Institutes of Health, Natural …
Inferring Causal Dependencies between Chaotic Dynamical Systems from Sporadic Time Series
E De Brouwer, A Arany, J Simm, Y Moreau
ICML Workshop on the Art of Learning with Missing Values (Artemiss) 2020, 2020
Mandates: Research Foundation (Flanders), European Commission
Atom-Level Optical Chemical Structure Recognition with Limited Supervision
M Oldenhof, E De Brouwer, A Arany, Y Moreau
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
Mandates: European Commission
Inferring dynamic regulatory interaction graphs from time series data with perturbations
D Bhaskar, S Magruder, E De Brouwer, A Venkat, F Wenkel, G Wolf, ...
Learning on Graphs Conference (LoG), 2023
Mandates: US National Science Foundation, US National Institutes of Health, Fonds de …
Can herd immunity be achieved without breaking ICUs?
E De Brouwer, D Raimondi, Y Moreau
medRxiv, 2020.05. 26.20113746, 2020
Mandates: Research Foundation (Flanders), European Commission
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