Author

Joshua Butke

Ruhr University BochumORCID 0000-0002-8395-3469Unclaimed 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:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

Arne RaulfiD· 1 shared Axel Mosig AiD· 1 shared Claus Küpper· 1 shared Frederik GroßerueschkampiD· 1 shared Klaus Bernhard GerwertiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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1 shared paperBioinformatics

Arne RaulfORCID

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1 paper

Recent·Most cited

Deep representation learning for domain adaptable classification of infrared spectral imaging data

Arne Raulf, Joshua Butke, Claus Küpper, Frederik Großerueschkamp, Klaus Bernhard Gerwert, Axel Mosig A

This paper develops a deep learning method for preprocessing infrared spectral imaging data using stacked contractive autoencoders, enabling domain-adaptable classification across different tissue types.

Bioinformatics · Jun 13, 2019Peer-reviewedBioinformatics