Author

K Roth

University Hospital HeidelbergORCID 0000-0002-3695-9585Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Albert Catala· 1 shared Anna DolnikiD· 1 shared Carsten Müller‐TidowiD· 1 shared Charlotte M. NiemeyeriD· 1 shared Christian FlothoiD· 1 shared Christian RohdeiD· 1 shared Christoph PlassiD· 1 shared Christopher C. OakesiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

Albert Catala

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1 paper

Recent·Most cited

Hierarchical classification of hematologic malignancies using epigenetic and genetic information

Maximilian Schönung, Melissa Türe, Panna Lajer, Simon Renders, Tobias Rausch, Til L. Steinicke, Anna Dolnik, Eric Sträng, Meghana S. Oak, Jessica Heilmann, K Roth, Lena Katzenstein, Christian Rohde, Etienne Sollier, Peter Horak, , Daniel B. Lipka

The paper develops a hierarchical classification framework combining epigenetic and genetic data with machine learning to improve diagnosis and risk stratification in hematologic malignancies.

bioRxiv · Jul 3, 2026 · PreprintCancer Biology