David Vander Mijnsbrugge

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Context Aware Services

Weight Matrices

Machine Learning Models

Top Venues

BMC Medical Informatics Decis. Mak.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Sandeep Ramachandra, David Vander Mijnsbrugge, Pieter-Jan Lammertyn, Stijn Dupulthys, Femke Ongenae, Sofie Van Hoecke
Tree Visualization of Patient Information for Explainability of AI Outputs. VOILA@ISWC (2023)
David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke
Parameter Efficient Neural Networks With Singular Value Decomposed Kernels. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke
Context-aware deep learning with dynamically assembled weight matrices. Inf. Fusion 100 (2023)
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
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke
Perfectly predicting ICU length of stay: too good to be true. CoRR (2022)