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Edward De Brouwer
Edward De Brouwer
Yale University
Verified email at esat.kuleuven.be - Homepage
Title
Cited by
Cited by
Year
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
2982019
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
2102021
Topological graph neural networks
M Horn*, E De Brouwer*, M Moor, Y Moreau, B Rieck, K Borgwardt
International Conference on Learning Representations (ICLR), 2022
712022
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
622020
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
582020
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
332021
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
302022
Predicting the impact of treatments over time with uncertainty aware neural differential equations
E De Brouwer, JG Hernández, S Hyland
AISTATS 2022, 2022
192022
First results of the COVID-19 in MS Global Data Sharing Initiative suggest anti-CD20 DMTs are associated with worse COVID-19 outcomes
S Simpson-Yap, E De Brouwer, T Kalincik, N Rijke, J Hillert, C Walton, ...
Multiple Sclerosis Journal 26 (3_SUPPL), 48-49, 2020
192020
Multiple Sclerosis Data Alliance–A global multi-stakeholder collaboration to scale-up real world data research
LM Peeters, T Parciak, D Kalra, Y Moreau, E Kasilingam, P Van Galen, ...
Multiple Sclerosis and Related Disorders 47, 102634, 2021
162021
Latent Convergent Cross Mapping: Causal Discovery for Irregularly-Sampled Time Series
E De Brouwer, A Arany, J Simm, Y Moreau
International Conference on Learning Representations (ICLR), 2021
15*2021
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
142021
Deep ensemble tensor factorization for longitudinal patient trajectories classification
E De Brouwer, J Simm, A Arany, Y Moreau
Machine Learning for Healthcare (ML4H), NeurIPS 2018, 2018
92018
va n der Walt
S Simpson-Yap, E De Brouwer, T Kalincik, N Rijke, JA Hillert, C Walton, ...
A., Butzkueven, H., Alroughani, R., Ozakbas, S., Rojas, JI, van der Mei, I …, 2021
82021
Deep Counterfactual Estimation with Categorical Background Variables
E De Brouwer
NeurIPS 2022, 2022
62022
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
62022
Learning predictive checklists from continuous medical data
Y Makhija, E De Brouwer, RG Krishnan
Machine Learning for Health (ML4H), 2022
42022
The magnitude vector of images
MF Adamer, E De Brouwer, L O'Bray, B Rieck
arXiv preprint arXiv:2110.15188, 2021
42021
1298Associations of DMT therapies with COVID-19 severity in multiple sclerosis.
S Simpson-Yap, ED Brouwer, T Kalincik, N Rijke, J Hillert, C Walton, ...
International Journal of Epidemiology 50, 2021
32021
Introducing machine learning for full ms patient trajectories improves predictions for disability score progression
E De Brouwer, L Peeters, T Becker, A Altintas, A Soysal, ...
Multiple Sclerosis Journal 25, 63-65, 2019
32019
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