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 (AT4SSL@MTSummit, 2021)

Towards a more inductive world for drug repurposing approaches. - Jesus de la Fuente Cedeño; Guillermo Serrano; Uxía Veleiro; Mikel Casals; Laura Vera; Marija Pizurica; Antonio Pineda-Lucena; Idoia Ochoa; Silve Vicent; Olivier Gevaert; Mikel Hernaez (CoRR, 2023)

Multimodal data fusion for cancer biomarker discovery with deep learning. - Sandra Steyaert; Marija Pizurica; Divya Nagaraj; Priya Khandelwal; Tina Hernandez-Boussard; Andrew J. Gentles; Olivier Gevaert (Nat. Mac. Intell., 2023)

Towards a more inductive world for drug repurposing approaches. - Jesus de la Fuente Cedeño; Guillermo Serrano; Uxía Veleiro; Mikel Casals; Laura Vera; Marija Pizurica; Nuria Gómez-Cebrián; Leonor Puchades-Carrasco; Antonio Pineda-Lucena; Idoia Ochoa; Silve Vicent; Olivier Gevaert; et al. (Nat. Mac. Intell., 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 (CoRR, 2025)