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Researcher
David Vander Mijnsbrugge
Profile
Projects
Publications
Activities
Awards & Distinctions
5
Results
2024
Context aware deep learning for predictive healthcare
David Vander Mijnsbrugge
Sofie Van Hoecke
Femke Ongenae
Dissertation
2024
2023
Context-aware deep learning with dynamically assembled weight matrices
David Vander Mijnsbrugge
Femke Ongenae
Sofie Van Hoecke
A1
Journal Article
in
INFORMATION FUSION
2023
Parameter efficient neural networks with singular value decomposed kernels
David Vander Mijnsbrugge
Femke Ongenae
Sofie Van Hoecke
A1
Journal Article
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2023
Tree visualization of patient information for explainability of AI outputs
Sandeep Ramachandra
David Vander Mijnsbrugge
P.J Lammertyn
S. Dupulthys
Femke Ongenae
Sofie Van Hoecke
C1
Conference
2023
2022
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients
Jarne Verhaeghe
Sofie Dhaese
Thomas De Corte
David Vander Mijnsbrugge
Heleen Aardema
Jan G. Zijlstra
Alain Verstraete
Veronique Stove
Pieter Colin
Femke Ongenae
et al.
A1
Journal Article
in
BMC MEDICAL INFORMATICS AND DECISION MAKING
2022