Academic Bibliography

Search 200 years of publications by Ghent University researchers.

ir. Jarne Verhaeghe

Faculty of Engineering and Architecture > Department of Electronics and information systems

ORCID iD: 0000-0002-3322-150X

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- Journal Article
- A1
- open access
Towards trustful machine learning for antimicrobial therapy using an explainable artificial intelligence dashboard

Thomas De Corte (UGent) , Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) , Jan De Waele (UGent) and Sofie Van Hoecke (UGent)

(2025) APPLIED SCIENCES-BASEL. 15(20).
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- PhD Thesis
- open access
The design of predictive and uncertainty-calibrated treatment models for the intensive care unit

Jarne Verhaeghe (UGent)

(2025)
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- Journal Article
- A1
- open access
Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS. 16. p.7487-7507
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- Journal Article
- A1
- open access
Assessing the environmental impact of demountable space-dividing walls : a scenario analysis approach in a semi-detached case study dwelling

Jade Claes (UGent) , Lisa Van Gulck (UGent) , Jarne Verhaeghe (UGent) and Marijke Steeman (UGent)

(2024) SUSTAINABILITY. 16(20).
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- Conference Paper
- C1
- open access
Designing a pharmacokinetic machine learning model for optimizing beta-lactam antimicrobial dosing in critically ill patients

Jarne Verhaeghe (UGent) , Thomas De Corte (UGent) , Jan De Waele (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2024) ICMHI '24 : Proceedings of the 2024 8th International Conference on Medical and Health Informatics. p.311-317
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- Conference Paper
- C3
- open access
Expectations and readiness of ICU physicians to use AI in clinical practice : a multicentre survey study

Thomas De Corte (UGent) , Laura Van Maele, Jona Dietvorst, Jarne Verhaeghe (UGent) , Ann Vandendriessche, N De Neve, Sofie Vanderhaeghen (UGent) , A Dumoulin, W. Temmerman, B Dewulf, et al.

(2023) ESICM, 36th Annual congress, Abstracts.
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Towards artificial intelligence as a decision support tool to combat AMR in the ICU

Thomas De Corte (UGent) , Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) and Jan De Waele (UGent)

(2023) ICU MANAGEMENT. 23(4). p.144-147
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- Journal Article
- A1
- open access
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients

Jarne Verhaeghe (UGent) , Thomas De Corte (UGent) , Christopher M. Sauer, Tom Hendriks, Olivier W.M. Thijssens, Femke Ongenae (UGent) , Paul Elbers, Jan De Waele (UGent) and Sofie Van Hoecke (UGent)

(2023) INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 175.
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- Journal Article
- A1
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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 (UGent) , Jarne Verhaeghe (UGent) , Sofie Dhaese, Sarah Van Vooren, Jerina Boelens (UGent) , Alain Verstraete (UGent) , Veronique Stove (UGent) , Femke Ongenae (UGent) , Liesbet De Bus (UGent) , Pieter Depuydt (UGent) , et al.

(2023) ANNALS OF INTENSIVE CARE. 13(1).
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- Conference Paper
- P1
- open access
Powershap : a power-full shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. In Lecture Notes in Computer Science 13713. p.71-87

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