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ORCIDDavid Vander Mijnsbrugge
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Journal Articles
- 2023
[j3]David Vander Mijnsbrugge
, Femke Ongenae, Sofie Van Hoecke:
Context-aware deep learning with dynamically assembled weight matrices. Inf. Fusion 100: 101908 (2023)- [j2]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): 5682-5692 (2023) - 2022
- [j1]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): 224 (2022)
Conference and Workshop Papers
- 2023
- [c1]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: 63-69
Informal and Other Publications
- 2022
- [i1]Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke:
Perfectly predicting ICU length of stay: too good to be true. CoRR abs/2211.05597 (2022)
Coauthor Index
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