David Vander Mijnsbrugge

According to our database, David Vander Mijnsbrugge authored at least 5 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Context-aware deep learning with dynamically assembled weight matrices.

David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke

Inf. Fusion, December, 2023

Parameter Efficient Neural Networks With Singular Value Decomposed Kernels.

David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Tree Visualization of Patient Information for Explainability of AI Outputs.

Sandeep Ramachandra, David Vander Mijnsbrugge, Pieter-Jan Lammertyn, Stijn Dupulthys, Femke Ongenae, Sofie Van Hoecke

Proceedings of the 8th International Workshop on the Visualization and Interaction for Ontologies, 2023

2022

Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients.

Jarne Verhaeghe, Sofie A. M. Dhaese, Thomas De Corte, David Vander Mijnsbrugge, Heleen Aardema, Jan G. Zijlstra, Alain G. Verstraete, Véronique Stoven, Pieter Colin, Femke Ongenae, Jan J. De Waele, Sofie Van Hoecke

BMC Medical Informatics Decis. Mak., 2022

Perfectly predicting ICU length of stay: too good to be true.

Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke

CoRR, 2022