Research Explorer

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Researcher

Jarne Verhaeghe

Publications & Research Data

Awards & Distinctions

12 Results

2025

Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Jarne VerhaegheFemke OngenaeSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

The design of predictive and uncertainty-calibrated treatment models for the intensive care unit

Jarne VerhaegheSofie Van HoeckeJan De WaeleFemke Ongenae

Towards trustful machine learning for antimicrobial therapy using an explainable artificial intelligence dashboard

Thomas De CorteJarne VerhaegheFemke OngenaeJan De WaeleSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

2024

Assessing the environmental impact of demountable space-dividing walls : a scenario analysis approach in a semi-detached case study dwelling

Jade ClaesLisa Van GulckJarne VerhaegheMarijke Steeman

A1 Journal Article in SUSTAINABILITY

Designing a pharmacokinetic machine learning model for optimizing beta-lactam antimicrobial dosing in critically ill patients

Jarne VerhaegheThomas De CorteJan De WaeleFemke OngenaeSofie Van Hoecke

2023

Expectations and readiness of ICU physicians to use AI in clinical practice : a multicentre survey study

Thomas De CorteLaura Van MaeleJona DietvorstJarne VerhaegheAnn VandendriesscheN De NeveSofie VanderhaeghenA DumoulinW. TemmermanB Dewulf et al.

Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients

Jarne VerhaegheThomas De CorteChristopher M. SauerTom HendriksOlivier W.M. ThijssensFemke OngenaePaul ElbersJan De WaeleSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

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 CorteJarne VerhaegheSofie DhaeseSarah Van VoorenJerina BoelensAlain VerstraeteVeronique StoveFemke OngenaeLiesbet De BusPieter Depuydt et al.

A1 Journal Article in ANNALS OF INTENSIVE CARE

Powershap : a power-full shapley feature selection method

Jarne VerhaegheJeroen Van Der DoncktFemke OngenaeSofie Van Hoecke

Towards artificial intelligence as a decision support tool to combat AMR in the ICU

Thomas De CorteJarne VerhaegheFemke OngenaeSofie Van HoeckeJan De Waele

A4 Journal Article in ICU MANAGEMENT

2022

Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients

Jarne VerhaegheSofie DhaeseThomas De CorteDavid Vander MijnsbruggeHeleen AardemaJan G. ZijlstraAlain VerstraeteVeronique StovePieter ColinFemke Ongenae et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

PowerShap : a power-full Shapley feature selection method

Jarne VerhaegheJeroen Van Der DoncktFemke OngenaeSofie Van Hoecke