Research Explorer

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Researcher

Marija Pizurica

Awards & Distinctions

9 Results

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

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

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

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