Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Marija Pizurica

Faculty of Sciences > Department of Plant Biotechnology and Bioinformatics

Add to list
- PhD Thesis
Deep learning models for predicting molecular tumor properties directly from whole slide images

Marija Pizurica (UGent)

(2026)
Add to list
- Journal Article
- A1
- open access
Towards a more inductive world for drug repurposing approaches

Jesus de la Fuente, Guillermo Serrano, Uxía Veleiro, Mikel Casals, Laura Vera, Marija Pizurica (UGent) , Nuria Gómez-Cebrián, Leonor Puchades-Carrasco, Antonio Pineda-Lucena, Idoia Ochoa, et al.

(2025) NATURE MACHINE INTELLIGENCE. 7(3). p.495-508
Add to list
- 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.
Add to list
- Miscellaneous
Synthetic multimodal data modelling for data imputation

Francisco Carrillo-Perez, Marija Pizurica (UGent) , Kathleen Marchal (UGent) and Olivier Gevaert

(2025) NATURE BIOMEDICAL ENGINEERING. 9(4). p.421-425
Add to list
- Journal Article
- A1
- open access
GeNNius: an ultrafast drug-target interaction inference method based on graph neural networks

Uxia Veleiro, Jesus de la Fuente, Guillermo Serrano, Marija Pizurica (UGent) , Mikel Casals, Antonio Pineda-Lucena, Silve Vicent, Idoia Ochoa, Olivier Gevaert and Mikel Hernaez

(2024) BIOINFORMATICS. 40(1).
Add to list
- Journal Article
- A1
- open access
Digital profiling of gene expression from histology images with linearized attention

Marija Pizurica (UGent) , Yuanning Zheng, Francisco Carrillo-Perez, Humaira Noor, Wei Yao, Christian Wohlfart, Antoaneta Vladimirova, Kathleen Marchal (UGent) and Olivier Gevaert

(2024) NATURE COMMUNICATIONS. 15(1).
Add to list
- Journal Article
- A1
- open access
Generation of synthetic whole-slide image tiles of tumours from RNA-sequencing data via cascaded diffusion models

Francisco Carrillo-Perez, Marija Pizurica (UGent) , Yuanning Zheng, Tarak Nath Nandi, Ravi Madduri, Jeanne Shen and Olivier Gevaert

(2024) NATURE BIOMEDICAL ENGINEERING. 8(5).
Add to list
Abstract LB272: Spatial cellular architecture predicts prognosis in glioblastoma

Yuanning Zheng, Francisco Carrillo-Perez, Marija Pizurica (UGent) and Olivier Gevaert

(2023) CANCER RESEARCH. 83(8).
Add to list
Abstract 4270: Prediction of cancer transcriptomes from whole-slide images with Vis-Gene

Yuanning Zheng, Marija Pizurica (UGent) , Francisco Carrillo-Perez, Christian Wohlfart, Wei Yao, Nadia Shamout, Olivier Gevaert and Antoaneta Vladimirova

(2023) CANCER RESEARCH. 83(7).
Add to list
Towards a more inductive world for drug repurposing approaches

J. de la Fuente Cedeño, G. Serrano, U. Veleiro, M Casals, L. Vera, Marija Pizurica (UGent) , A. Antonio Pineda-Lucena, I. Ochoa, S. Vicent, O. Gevaert, et al.

(2023) NeurIPS 2023 Workshop on New Frontiers of AI for Drug Discovery and Development, Abstracts.

1
2

Next →