Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Paloma Rabaey

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0001-6064-0788

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- Conference Paper
- C1
- open access
Modeling clinical uncertainty in radiology reports : from explicit uncertainty markers to implicit reasoning pathways

Paloma Rabaey (UGent) , Jong Hak Moon, Jung-Oh Lee, Min Gwan Kim, Hangyul Yoon, Thomas Demeester (UGent) and Edward Choi

(2026) Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026). In LREC proceedings p.11852-11873
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- Journal Article
- A1
- open access
Patient-level information extraction by consistent integration of textual and tabular evidence with Bayesian networks

Paloma Rabaey (UGent) , Adrick Tench (UGent) , Stefan Heytens (UGent) and Thomas Demeester (UGent)

(2026) APPLIED INTELLIGENCE. 56(8).
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- PhD Thesis
Augmenting Bayesian networks with textual evidence for expert-based, uncertainty-aware clinical decision support

Paloma Rabaey (UGent)

(2026)
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- Journal Article
- A1
- open access
Using causal effect estimation to evaluate occupational stress factors during a weekend on-call shift among general practitioners in training

Géraldine Deberdt (UGent) , Paloma Rabaey (UGent) , Sam Van Damme (UGent) , Laure-Ann Quenon (UGent) , Peter Decat (UGent) and Thomas Demeester (UGent)

(2025) BMC PRIMARY CARE. 27(1).
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- Journal Article
- A1
- open access
SimSUM : simulated benchmark with structured and unstructured medical records

Paloma Rabaey (UGent) , Stefan Heytens (UGent) and Thomas Demeester (UGent)

(2025) JOURNAL OF BIOMEDICAL SEMANTICS. 16(1).
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- Conference Paper
- C1
- open access
Prior knowledge injection into deep learning models predicting gene expression from whole slide images

Max Hallemeesch, Marija Pizurica (UGent) , Paloma Rabaey (UGent) , Olivier Gevaert, Thomas Demeester (UGent) and Kathleen Marchal (UGent)

(2025) Second Workshop on Imageomics (Imageomics-AAAI-25) : discovering biological knowledge from images using AI.
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- Conference Paper
- C1
- open access
SynSUM – synthetic benchmark with structured and unstructured medical records

Paloma Rabaey (UGent) , Henri Arno (UGent) , Stefan Heytens (UGent) and Thomas Demeester (UGent)

(2025) GenAI4Health, Workshop on Large Language Models and Generative AI for Health at AAAI 2025.
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- Journal Article
- A1
- open access
Why synthetic discoveries are not only a problem of differentially private synthetic data

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

(2024) METHODS OF INFORMATION IN MEDICINE. 63(05/06). p.203-204
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Inference failure with synthetic arms : empirical application to phase III oncology trials

Alexander Decruyenaere (UGent) , Heidelinde Dehaene (UGent) , Paloma Rabaey (UGent) , Charles Polet (UGent) , Johan Decruyenaere (UGent) , Toon Demeester (UGent) , Stijn Vansteelandt (UGent) and Sylvie Rottey (UGent)

(2024) ANNALS OF ONCOLOGY. In Annals of Oncology 35(Supplement 2). p.S526-S527
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- Conference Paper
- C1
- open access
Debiasing synthetic data generated by deep generative models

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

(2024) Advances in Neural Information Processing Systems 37 (NeurIPS 2024). In Advances in Neural Information Processing Systems 37.

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