Author

Christian Wohlfart

ORCID 0000-0001-7283-9049Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Antoaneta VladimirovaiD· 1 shared Francisco Carrillo‐PéreziD· 1 shared Humaira NooriD· 1 shared Kathleen Marchal DiD· 1 shared Marija PizuricaiD· 1 shared Olivier GevaertiD· 1 shared Wei Yao· 1 shared Yuanning ZhengiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Antoaneta VladimirovaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 28, 2023

Digital profiling of cancer transcriptomes from histology images with grouped vision attention

Yuanning Zheng, Marija Pizurica, Francisco Carrillo‐Pérez…·Olivier Gevaert

This paper introduces SEQUOIA, a transformer model that predicts cancer transcriptomes from histology images, achieving high accuracy in predicting gene expression and recurrence risk in breast cancer.

7 citations

humanspatial transcriptomics

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