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)

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)

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 (VOILA@ISWC, 2023)

Parameter Efficient Neural Networks With Singular Value Decomposed Kernels. - David Vander Mijnsbrugge; Femke Ongenae; Sofie Van Hoecke (IEEE Trans. Neural Networks Learn. Syst., 2023)

Context-aware deep learning with dynamically assembled weight matrices. - David Vander Mijnsbrugge; Femke Ongenae; Sofie Van Hoecke (Inf. Fusion, 2023)