Jarne Verhaeghe

According to our database, Jarne Verhaeghe authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Conformal Prediction for Dose-Response Models with Continuous Treatments.

Jarne Verhaeghe, Jef Jonkers, Sofie Van Hoecke

CoRR, 2024

Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects.

Jef Jonkers, Jarne Verhaeghe, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke

CoRR, 2024

Designing a Pharmacokinetic Machine Learning Model for Optimizing Beta-Lactam Antimicrobial Dosing in Critically Ill Patients.

Jarne Verhaeghe, Thomas De Corte, Jan J. De Waele, Femke Ongenae, Sofie Van Hoecke

Proceedings of the 2024 8th International Conference on Medical and Health Informatics, 2024

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 W. G. Elbers, Jan J. De Waele, Sofie Van Hoecke

Int. J. Medical Informatics, July, 2023

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

Powershap: A Power-Full Shapley Feature Selection Method.

Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022