Author

Firas Khader

Universitätsklinikum AachenORCID 0000-0001-5089-3589Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Christian TrautweiniD· 2 shared Daniel TruhniD· 2 shared Elizabeth AlwersiD· 2 shared Hannah Sophie MutiiD· 2 shared Heike Irmgard GrabschiD· 2 shared Hermann BrenneriD· 2 shared Jakob Nikolas KatheriD· 2 shared Jenny C. Chang-ClaudeiD· 2 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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

2 shared papersBioinformatics

Christian TrautweinORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsNature MedicinePeer-reviewedApr 25, 2022

Swarm learning for decentralized artificial intelligence in cancer histopathology

Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West…·Jakob Nikolas Kather

This paper demonstrates swarm learning for training AI models on decentralized histopathology data to predict molecular features in colorectal cancer.

227 citationstop 1%

humanimaging

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

humanimaging

𝕏 PostBluesky