Author

Benjamin Ruf

Universitätsklinikum TübingenORCID 0000-0002-2501-4471Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:protein structure prediction· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Aaron T. MayeriD· 1 shared Alexandro E. TrevinoiD· 1 shared Christian M. SchürchiD· 1 shared Matthew F BieniosekiD· 1 shared Mingyuan LuaniD· 1 shared Ruibang LuoiD· 1 shared T J Krpicak· 1 shared T WangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Aaron T. MayerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

HOPE: Interpretable Histology Analysis with Spatial Omics-Derived Signatures for Precision Oncology

T Wang, Matthew F Bieniosek, T J Krpicak, Mingyuan Luan, Benjamin Ruf, Christian M. Schürch, Aaron T. Mayer, Ruibang Luo, Alexandro E. Trevino, Zhenqin Wu

HOPE learns tumor microenvironment signatures from paired H&E and spatial omics data to improve prognostic stratification using H&E images alone.

bioRxiv · Jun 6, 2026 · PreprintBioinformatics