Jarne Verhaeghe

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Conditional Mutual Information

Machine Learning Models

Feature Selection

Top Venues

BMC Medical Informatics Decis. Mak.

Int. J. Medical Informatics

Publications

Jef Jonkers, Jarne Verhaeghe, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke
Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects. CoRR (2024)
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
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients. Int. J. Medical Informatics 175 (2023)
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
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke
Powershap: A Power-Full Shapley Feature Selection Method. ECML/PKDD (1) (2022)
Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke
Powershap: A Power-full Shapley Feature Selection Method. CoRR (2022)