Author

Kevin Pfeiffer

Else Kröner Fresenius Center for Digital Health

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Hyojin Kim· 1 shared Jakob Nikolas KatheriD· 1 shared Jie Fu Zhu· 1 shared Oliver Lester SaldanhaiD· 1 shared Rafael KramanniD· 1 shared Sikander HayatiD· 1 shared Vivien GoeppiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Hyojin Kim

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1 paper

Recent·Most cited

SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data

Oliver Lester Saldanha, Vivien Goepp, Kevin Pfeiffer, Hyojin Kim, Jie Fu Zhu, Rafael Kramann, Sikander Hayat, Jakob Nikolas Kather

SwarmMAP uses swarm learning to automate cell-type annotation in single-cell data without sharing raw data, achieving high accuracy across human tissues.

npj Systems Biology and Applications · Feb 18, 2026Peer-reviewedBioinformatics