Author

Д. Н. Щербинин

Ministry of Health of the Russian FederationORCID 0000-0002-8518-1669Unclaimed 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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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Alina V. KonstantinovaiD· 1 shared Dmitriy UmerenkoviD· 1 shared Ivan Lebed· 1 shared Marina N. AsatryaniD· 1 shared Mikhail Salnikov· 1 shared Nikita V. IvanisenkoiD· 1 shared Olga L. KardymoniD· 1 shared Tatiana ShashkovaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Alina V. KonstantinovaORCID

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1 paper

Recent·Most cited

SEMA: Antigen B-cell conformational epitope prediction using deep transfer learning

Tatiana Shashkova, Dmitriy Umerenkov, Mikhail Salnikov, П. В. Страшнов, Alina V. Konstantinova, Ivan Lebed, Д. Н. Щербинин, Marina N. Asatryan, Olga L. Kardymon, Nikita V. Ivanisenko

SEMA predicts conformational B-cell epitopes using transfer learning on antigen sequences and structures, achieving ROC AUC of 0.76 on an independent test set.

Frontiers in Immunology · Sep 15, 2022Peer-reviewedBioinformatics