Author

Martín Neumann

University Hospital Schleswig-HolsteinORCID 0000-0002-0319-6091Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:cell type annotation· 2 Organism:human· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alina HartmanniD· 2 shared Claudia Dorothea BaldusiD· 2 shared Claudia HaferlachiD· 2 shared Lorenz BastianiD· 2 shared Malwine BarziD· 2 shared Monika BrüggemanniD· 2 shared Nadine WolgastiD· 2 shared Nicola GökbugetiD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Alina HartmannORCID

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2 papers

Recent·Most cited

BioinformaticsHemaSpherePeer-reviewedSep 1, 2026

The machine-learning classifier ALLCatchR2 identifies 20 T-ALL subtypes across cohorts and age groups

Thomas Beder, Nadine Wolgast, Wencke Walter…·Lorenz Bastian

The paper introduces ALLCatchR2, a machine learning classifier that identifies 20 T-ALL subtypes across multiple cohorts and age groups with high accuracy.

1 citationtop 3%

humanbulk RNA-seq

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Cancer BiologyHemaSpherePeer-reviewedApr 1, 2026

IntegrateALL: an end-to-end RNA-seq analysis pipeline for multilevel data extraction and interpretable subtype classification in B-precursor ALL

Nadine Wolgast, Thomas Beder, Mayukh Mondal…·Lorenz Bastian

IntegrateALL is an RNA-seq pipeline that integrates expression-based subtyping, gene fusion detection, and virtual karyotyping to classify B-ALL with high accuracy.

1 citation

humanbulk RNA-seq

𝕏 PostBluesky