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Researcher
Jarne Verhaeghe
Profile
Projects
Publications
Activities
Awards & Distinctions
9
Results
2024
Assessing the Environmental Impact of Demountable Space-Dividing Walls: A Scenario Analysis Approach in a Semi-Detached Case Study Dwelling
Jade Claes
Lisa Van Gulck
Jarne Verhaeghe
Marijke Steeman
U
Journal Article
in
Sustainability
2024
Designing a pharmacokinetic machine learning model for optimizing beta-lactam antimicrobial dosing in critically ill patients
Jarne Verhaeghe
Thomas De Corte
Jan De Waele
Femke Ongenae
Sofie Van Hoecke
C1
Conference
2024
2023
Expectations and readiness of ICU physicians to use AI in clinical practice : a multicentre survey study
Thomas De Corte
Laura Van Maele
Jona Dietvorst
Jarne Verhaeghe
Ann Vandendriessche
N De Neve
Sofie Vanderhaeghen
A Dumoulin
W. Temmerman
B Dewulf
et al.
C3
Conference
2023
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients
Jarne Verhaeghe
Thomas De Corte
Christopher M. Sauer
Tom Hendriks
Olivier W.M. Thijssens
Femke Ongenae
Paul Elbers
Jan De Waele
Sofie Van Hoecke
A1
Journal Article
in
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
2023
Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients : a prospective single center observational study
Thomas De Corte
Jarne Verhaeghe
Sofie Dhaese
Sarah Van Vooren
Jerina Boelens
Alain Verstraete
Veronique Stove
Femke Ongenae
Liesbet De Bus
Pieter Depuydt
et al.
A1
Journal Article
in
ANNALS OF INTENSIVE CARE
2023
Powershap : a power-full shapley feature selection method
Jarne Verhaeghe
Jeroen Van Der Donckt
Femke Ongenae
Sofie Van Hoecke
P1
Conference
2023
Towards artificial intelligence as a decision support tool to combat AMR in the ICU
Thomas De Corte
Jarne Verhaeghe
Femke Ongenae
Sofie Van Hoecke
Jan De Waele
A4
Journal Article
in
ICU MANAGEMENT
2023
2022
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients
Jarne Verhaeghe
Sofie Dhaese
Thomas De Corte
David Vander Mijnsbrugge
Heleen Aardema
Jan G. Zijlstra
Alain Verstraete
Veronique Stove
Pieter Colin
Femke Ongenae
et al.
A1
Journal Article
in
BMC MEDICAL INFORMATICS AND DECISION MAKING
2022
PowerShap : a power-full Shapley feature selection method
Jarne Verhaeghe
Jeroen Van Der Donckt
Femke Ongenae
Sofie Van Hoecke
C3
Conference
2022