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Researcher
Paloma Rabaey
Profile
Projects
Publications
Activities
Awards & Distinctions
11
Results
2025
Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images
Max Hallemeesch
Marija Pizurica
Paloma Rabaey
Olivier Gevaert
Thomas Demeester
Kathleen Marchal
U
Conference
2025
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records
Paloma Rabaey
Henri Arno
Stefan Heytens
Thomas Demeester
U
Conference
2025
2024
Clinical reasoning over tabular data and text with bayesian networks
Paloma Rabaey
Johannes Deleu
Stefan Heytens
Thomas Demeester
P1
Conference
2024
Debiasing synthetic data generated by deep generative models
Alexander Decruyenaere
Heidelinde Dehaene
Paloma Rabaey
Johan Decruyenaere
Christiaan Polet
Thomas Demeester
Stijn Vansteelandt
C1
Conference
2024
From text to treatment effects : a meta-learning approach to handling text-based confounding
Henri Arno
Paloma Rabaey
Thomas Demeester
C1
Conference
2024
Inference failure with synthetic arms: Empirical application to phase III oncology trials
Alexander Decruyenaere
Heidelinde Dehaene
Paloma Rabaey
Charles Polet
Johan Decruyenaere
Toon Demeester
Stijn Vansteelandt
Sylvie Rottey
U
Journal Article
in
ANNALS OF ONCOLOGY
2024
The real deal behind the artificial appeal : inferential utility of tabular synthetic data
Alexander Decruyenaere
Heidelinde Dehaene
Paloma Rabaey
Christiaan Polet
Johan Decruyenaere
Stijn Vansteelandt
Thomas Demeester
P1
Conference
2024
Time-dependent complexity characterisation of activity patterns in patients with Chronic Fatigue Syndrome
Paloma Rabaey
Peter Decat
Stefan Heytens
Dirk Vogelaers
An Mariman
Thomas Demeester
A1
Journal Article
in
BIOPSYCHOSOCIAL MEDICINE
2024
2023
Synthetic data : can we trust statistical estimators?
Alexander Decruyenaere
Heidelinde Dehaene
Paloma Rabaey
Christiaan Polet
Johan Decruyenaere
Stijn Vansteelandt
Thomas Demeester
C1
Conference
2023
2022
Neural Bayesian network understudy
Paloma Rabaey
Cedric De Boom
Thomas Demeester
C1
Conference
2022
2021
Frozen pretrained transformers for neural sign language translation
Mathieu De Coster
Karel D'Oosterlinck
Marija Pizurica
Paloma Rabaey
Severine Verlinden
Mieke Van Herreweghe
Joni Dambre
C1
Conference
2021