Author

Rupert Langer

Johannes Kepler University of LinzORCID 0000-0001-9491-3609Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 2 Assay:imaging· 2 Approach:transformer / foundation model· 2 Organism:human· 1

Frequent Co-Authors

Bastian DislichiD· 2 shared Daniel TruhniD· 2 shared Jakob Nikolas KatheriD· 2 shared Narmin Ghaffari LalehiD· 2 shared Peter BooriD· 2 shared Roman David Buelow· 2 shared Volkmar SchulziD· 2 shared Amelie EchleiD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Bastian DislichORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMar 15, 2022

Adversarial attacks and adversarial robustness in computational pathology

Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen…·Jakob Nikolas Kather

This paper evaluates adversarial robustness of CNNs and ViTs in computational pathology, finding ViTs are more robust to attacks.

14 citations

imagingdeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintAug 9, 2021

Benchmarking artificial intelligence methods for end-to-end computational pathology

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler…·Jakob Nikolas Kather

This study benchmarks AI methods for end-to-end computational pathology, showing ResNet and ViT outperform MIL and CLAM in mutation prediction but not in tumor subtyping.

13 citations

𝕏 PostBluesky