Ghent University Academic Bibliography

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- Miscellaneous
Synthetic multimodal data modelling for data imputation

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

(2024) NATURE BIOMEDICAL ENGINEERING.
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- 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).
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- 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).
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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).
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- Journal Article
- A1
- open access
Spatial cellular architecture predicts prognosis in glioblastoma

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

(2023) NATURE COMMUNICATIONS. 14(1).
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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).
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- Journal Article
- A2
- open access
Synthetic whole-slide image tile generation with gene expression profile-infused deep generative models

Francisco Carrillo-Perez, Marija Pizurica (UGent) , Michael G. Ozawa, Hannes Vogel, Robert B. West, Christina S. Kong, Luis Javier Herrera, Jeanne Shen and Olivier Gevaert

(2023) CELL REPORTS METHODS. 3(8).

Academic Bibliography

Synthetic multimodal data modelling for data imputation

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

Digital profiling of gene expression from histology images with linearized attention

Abstract LB272: Spatial cellular architecture predicts prognosis in glioblastoma

Spatial cellular architecture predicts prognosis in glioblastoma

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

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

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