Author

Clemens Kohl

Max Planck Institute for Molecular GeneticsORCID 0000-0002-8614-8940Unclaimed 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:clustering· 2 Research Focus:dimensionality reduction· 2 Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:matrix factorization· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Martin VingroniD· 2 shared Daniel RosebrockiD· 1 shared Qinan HuiD· 1 shared Yan ZhaoiD· 1 shared Yuhui HuiD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Martin VingronORCID

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2 papers

Recent·Most cited

CAdir: Fast Clustering and Visualization of Single-Cell Transcriptomics Data by Direction in CA Space

Clemens Kohl, Martin Vingron

CAdir improves single-cell clustering by inferring cluster numbers, identifying marker genes, and providing diagnostic plots using correspondence analysis geometry.

bioRxiv · Mar 14, 2025 · PreprintBioinformatics

CAbiNet: Joint visualization of cells and genes based on a gene-cell graph

Yan Zhao, Clemens Kohl, Daniel Rosebrock, Qinan Hu, Yuhui Hu, Martin Vingron

CAbiNet jointly visualizes cells and genes using a gene-cell graph and biMAP embedding for interactive exploration and biclustering.

bioRxiv · Dec 20, 2022 · PreprintBioinformatics