Author

Hannes Wartmann

University Medical Center Hamburg-EppendorfORCID 0000-0003-4344-7024Unclaimed 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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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:differential expression· 1

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Karin KloiberiD· 1 shared Stefan BonniD· 1 shared Sven HeinsiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Karin KloiberORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 26, 2020

Bias invariant RNA-seq metadata annotation

Hannes Wartmann, Sven Heins, Karin Kloiber, Stefan Bonn

This paper introduces a deep-learning based domain adaptation algorithm for RNA-seq metadata annotation, achieving higher accuracy than existing methods for tissue, sample source, and patient sex prediction.

1 citation

bulk RNA-seqdeep learning

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