Research Explorer

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Researcher

David Vander Mijnsbrugge

Awards & Distinctions

5 Results

2024

Context aware deep learning for predictive healthcare

David Vander MijnsbruggeSofie Van HoeckeFemke Ongenae

2023

Context-aware deep learning with dynamically assembled weight matrices

David Vander MijnsbruggeFemke OngenaeSofie Van Hoecke

A1 Journal Article in INFORMATION FUSION

Parameter efficient neural networks with singular value decomposed kernels

David Vander MijnsbruggeFemke OngenaeSofie Van Hoecke

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Tree visualization of patient information for explainability of AI outputs

Sandeep RamachandraDavid Vander MijnsbruggeP.J LammertynS. DupulthysFemke OngenaeSofie Van Hoecke

2022

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

Jarne VerhaegheSofie DhaeseThomas De CorteDavid Vander MijnsbruggeHeleen AardemaJan G. ZijlstraAlain VerstraeteVeronique StovePieter ColinFemke Ongenae et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING