Research Explorer

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Researcher

Marija Pizurica

Awards & Distinctions

15 Results

2025

Prior knowledge injection into deep learning models predicting gene expression from whole slide images

Max HallemeeschMarija PizuricaPaloma RabaeyOlivier GevaertThomas DemeesterKathleen Marchal

Towards a more inductive world for drug repurposing approaches

Jesus de la FuenteGuillermo SerranoUxía VeleiroMikel CasalsLaura VeraMarija PizuricaNuria Gómez-CebriánLeonor Puchades-CarrascoAntonio Pineda-LucenaIdoia Ochoa et al.

A1 Journal Article in NATURE MACHINE INTELLIGENCE

2024

Digital profiling of gene expression from histology images with linearized attention

Marija PizuricaYuanning ZhengFrancisco Carrillo-PerezHumaira NoorWei YaoChristian WohlfartAntoaneta VladimirovaKathleen MarchalOlivier Gevaert

A1 Journal Article in NATURE COMMUNICATIONS

GeNNius: an ultrafast drug-target interaction inference method based on graph neural networks

Uxia VeleiroJesus de la FuenteGuillermo SerranoMarija PizuricaMikel CasalsAntonio Pineda-LucenaSilve VicentIdoia OchoaOlivier GevaertMikel Hernaez

A1 Journal Article in BIOINFORMATICS

Generation of synthetic whole-slide image tiles of tumours from RNA-sequencing data via cascaded diffusion models

Francisco Carrillo-PerezMarija PizuricaYuanning ZhengTarak Nath NandiRavi MadduriJeanne ShenOlivier Gevaert

A1 Journal Article in NATURE BIOMEDICAL ENGINEERING

Synthetic multimodal data modelling for data imputation

Francisco Carrillo-PerezMarija PizuricaKathleen MarchalOlivier Gevaert

Editorial material

2023

Abstract 4270: Prediction of cancer transcriptomes from whole-slide images with Vis-Gene

Yuanning ZhengMarija PizuricaFrancisco Carrillo-PerezChristian WohlfartWei YaoNadia ShamoutOlivier GevaertAntoaneta Vladimirova

Abstract LB272: Spatial cellular architecture predicts prognosis in glioblastoma

Yuanning ZhengFrancisco Carrillo-PerezMarija PizuricaOlivier Gevaert

Multimodal data fusion for cancer biomarker discovery with deep learning

Sandra SteyaertMarija PizuricaDivya NagarajPriya KhandelwalTina Hernandez-BoussardAndrew J. GentlesOlivier Gevaert

A1 Journal Article in NATURE MACHINE INTELLIGENCE

Spatial cellular architecture predicts prognosis in glioblastoma

Yuanning ZhengFrancisco Carrillo-PerezMarija PizuricaDieter Henrik HeilandOlivier Gevaert

A1 Journal Article in NATURE COMMUNICATIONS

Synthetic whole-slide image tile generation with gene expression profile-infused deep generative models

Francisco Carrillo-PerezMarija PizuricaMichael G. OzawaHannes VogelRobert B. WestChristina S. KongLuis Javier HerreraJeanne ShenOlivier Gevaert

A2 Journal Article in CELL REPORTS METHODS

Towards a more inductive world for drug repurposing approaches

J. de la Fuente CedeñoG. SerranoU. VeleiroM CasalsL. VeraMarija PizuricaA. Antonio Pineda-LucenaI. OchoaS. VicentO. Gevaert et al.

WSI based prediction of TP53 mutations identifies aggressive disease phenotype in prostate cancer

Marija PizuricaMaarten LarmuseauKim Van der EeckenLouise de Schaetzen van BrienenFrancisco Carrillo-PerezSimon IsphordingNicolaas LumenJo Van DorpePiet OstSofie Verbeke et al.

Whole slide imaging-based prediction of TP53 mutations identifies an aggressive disease phenotype in prostate cancer

Marija PizuricaMaarten LarmuseauKim Van der EeckenLouise de Schaetzen van BrienenFrancisco Carrillo-PerezSimon IsphordingNicolaas LumenJo Van DorpePiet OstSofie Verbeke et al.

A1 Journal Article in CANCER RESEARCH

2021

Frozen pretrained transformers for neural sign language translation

Mathieu De CosterKarel D'OosterlinckMarija PizuricaPaloma RabaeySeverine VerlindenMieke Van HerrewegheJoni Dambre