Academic Bibliography

Search 200 years of publications by Ghent University researchers.

David Vander Mijnsbrugge

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- PhD Thesis
Context aware deep learning for predictive healthcare

David Vander Mijnsbrugge

(2024)
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- Conference Paper
- C1
- open access
Tree visualization of patient information for explainability of AI outputs

Sandeep Ramachandra (UGent) , David Vander Mijnsbrugge, P.J Lammertyn, S. Dupulthys, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) VOILA! 2023 Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs 2023. In CEUR Workshop Proceedings 3508. p.63-69
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- Journal Article
- A1
- open access
Parameter efficient neural networks with singular value decomposed kernels

David Vander Mijnsbrugge, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(9). p.5682-5692
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- Journal Article
- A1
- open access
Context-aware deep learning with dynamically assembled weight matrices

David Vander Mijnsbrugge, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) INFORMATION FUSION. 100.
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- Journal Article
- A1
- open access
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients

Jarne Verhaeghe (UGent) , Sofie Dhaese, Thomas De Corte (UGent) , David Vander Mijnsbrugge, Heleen Aardema, Jan G. Zijlstra, Alain Verstraete (UGent) , Veronique Stove (UGent) , Pieter Colin, Femke Ongenae (UGent) , et al.

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).