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Patrick Wagner

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

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Synthetic Biology· 1

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

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Markus A. WenzeliD· 1 shared Nils StrodthoffiD· 1 shared Wojciech SamekiD· 1 shared

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Synthetic BiologyBioinformaticsPeer-reviewedJan 2, 2020

UDSMProt: Universal Deep Sequence Models for Protein Classification

Nils Strodthoff, Patrick Wagner, Markus A. Wenzel, Wojciech Samek

UDSMProt uses self-supervised language modeling to create a universal protein sequence model that outperforms task-specific methods in enzyme class prediction, gene ontology prediction, and remote homology detection.

190 citationstop 1%

protein sequencedeep learning