Browsing by author "Verhaeghe, Jarne"
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Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients
Verhaeghe, Jarne; Dhaese, Sofie A. M.; De Corte, Thomas; Vander Mijnsbrugge, David; Aardema, Heleen; Zijlstra, Jan G.; Verstraete, Alain G.; Stove, Veronique; Colin, Pieter; Ongenae, Femke; De Waele, Jan J.; Van Hoecke, Sofie (2022) -
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients
Verhaeghe, Jarne; De Corte, Thomas; Sauer, Christopher M.; Hendriks, Tom; Thijssens, Olivier W. M.; Ongenae, Femke; Elbers, Paul; De Waele, Jan; Van Hoecke, Sofie (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
De Corte, Thomas; Verhaeghe, Jarne; Dhaese, Sofie; Van Vooren, Sarah; Boelens, Jerina; G. Verstraete, Alain; Stove, Veronique; Ongenae, Femke; De Bus, Liesbet; Depuydt, Pieter; Van Hoecke, Sofie; J. De Waele, Jan (2023) -
Powershap: A Power-Full Shapley Feature Selection Method
Verhaeghe, Jarne; Van Der Donckt, Jeroen; Ongenae, Femke; Van Hoecke, Sofie (2023)