Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Stijn Vansteelandt

Faculty of Sciences > Department of Applied mathematics, computer science and statistics

ORCID iD: 0000-0002-4207-8733

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- Conference Paper
- C1
- open access
The real deal behind the artificial appeal : inferential utility of tabular synthetic data

Alexander Decruyenaere (UGent) , Heidelinde Dehaene (UGent) , Paloma Rabaey (UGent) , Christiaan Polet (UGent) , Johan Decruyenaere (UGent) , Stijn Vansteelandt (UGent) and Thomas Demeester (UGent)

(2024) Proceedings of the fourtieth Conference on Uncertainty in Artificial Intelligence. In Proceedings of Machine Learning Research (PMLR)
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- Journal Article
- A1
- open access
The potential impact fraction of population weight reduction scenarios on non-communicable diseases in Belgium : application of the g-computation approach

Ingrid Pelgrims (UGent) , Brecht Devleesschauwer (UGent) , Stefanie Vandevijvere, Eva M. De Clercq, Johan van der Heyden and Stijn Vansteelandt (UGent)

(2024) BMC MEDICAL RESEARCH METHODOLOGY. 24(1).
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- A1
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Counterfactual mediation analysis with a latent class exposure

Gemma Hammerton, Jon Heron, Katie Lewis, Kate Tilling and Stijn Vansteelandt (UGent)

(2024) MULTIVARIATE BEHAVIORAL RESEARCH. 59(4). p.818-840
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- A1
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Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Erin E. Gabriel, Michael C. Sachs, Torben Martinussen, Ingeborg Waernbaum, Els Goetghebeur (UGent) , Stijn Vansteelandt (UGent) and Arvid Sjölander

(2024) STATISTICS IN MEDICINE. 43(3). p.534-547
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- A1
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Adjusting for time-varying treatment switches in randomized clinical trials : the danger of extrapolation and how to address it

Hege Michiels (UGent) , An Vandebosch and Stijn Vansteelandt (UGent)

(2024) STATISTICS IN BIOPHARMACEUTICAL RESEARCH.
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- A1
- open access
The incremental healthcare cost associated with cancer in Belgium : a registry‐based data analysis

Vanessa Gorasso (UGent) , Stefanie Vandevijvere, Johan Van Der Heyden (UGent) , Ingrid Pelgrims (UGent) , Henk Hilderink, Wilma Nusselder, Claire Demoury, Masja Schmidt (UGent) , Stijn Vansteelandt (UGent) , Delphine De Smedt (UGent) , et al.

(2024) CANCER MEDICINE. 13(3).
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- Miscellaneous
- open access
Outcomes of critically ill patients with and without concordant perceptions of excessive care : a comparison between more religious and less religious ICUs

Lucas Dierickx (UGent) , Hanne Irene Jensen, Hans-Henrik Bülow, Stijn Vansteelandt (UGent) , Rosanna Vaschetto, Gábor Élő, Ruth Piers (UGent) and Dominique Benoit (UGent)

(2024)
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- A1
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Assumption-lean cox regression

Stijn Vansteelandt (UGent) , Oliver Dukes (UGent) , Kelly Van Lancker (UGent) and Torben Martinussen

(2024) JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 119(545). p.475-484
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Dealing with time‐dependent exposures and confounding when defining and estimating attributable fractions : revisiting estimands and estimators

Johan Steen (UGent) , Pawel Morzywolek (UGent) , Wim Van Biesen (UGent) , Johan Decruyenaere (UGent) and Stijn Vansteelandt (UGent)

(2024) STATISTICS IN MEDICINE. 43(5). p.912-934
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- Conference Paper
- C3
An application of causal inference in vitreomacular traction : how does the effect of ocriplasmin on functional and patient-reported outcomes occur

Benedicte Lescrauwaet, Luc Duchateau, Stijn Vansteelandt (UGent) , SriniVas Sadda and Timothy Jackson

(2023) INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE. 64(8).

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