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Researcher
Jarne Verhaeghe
Profile
Projects
Publications
Activities
Awards & Distinctions
5
Results
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
C1
Conference
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