Author

İsmail Güderer

Leibniz Institute on Aging - Fritz Lipmann Institute (FLI)ORCID 0000-0002-5028-3569Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Handan Melike DönertaşiD· 1 shared Jing Nan LuiD· 1 shared Mark OlenikiD· 1 shared Tayyaba AlviiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Handan Melike DönertaşORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 23, 2026

Integrative transcriptomic identification of cellular senescence beyond marker limitations

Jing Nan Lu, İsmail Güderer, Tayyaba Alvi…·Handan Melike Dönertaş

The paper develops a machine learning classifier to identify cellular senescence using single-cell RNA-seq data, finding it outperforms marker-based approaches and reveals new mechanistic insights.

DOI 10.64898/2026.01.02.697374

mousescRNA-seq