Author

Dmitrii Nechaev

Technical University of Munich

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

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Ahmed ElnaggariD· 1 shared Burkhard RostiD· 1 shared Christian DallagoiD· 1 shared Florian MatthesiD· 1 shared Michael HeinzingeriD· 1 shared Yu WangiD· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperBioinformatics

Ahmed ElnaggarORCID

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1 paper

Recent·Most cited

Modeling the Language of Life - Deep Learning Protein Sequences

Michael Heinzinger, Ahmed Elnaggar, Yu Wang, Christian Dallago, Dmitrii Nechaev, Florian Matthes, Burkhard Rost

This paper introduces SeqVec, a method to represent protein sequences as continuous vectors using deep learning, achieving better prediction results than methods relying on evolutionary information.

BMC Bioinformatics · Dec 1, 2019Peer-reviewedBioinformatics