Author

Marina N. Asatryan

Ministry of Health of the Russian FederationORCID 0000-0001-6273-8615Unclaimed 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 Mikhail Salnikov· 1 shared Nikita V. IvanisenkoiD· 1 shared Olga L. KardymoniD· 1 shared Tatiana ShashkovaiD· 1 shared Д. Н. ЩербининiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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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

BioinformaticsFrontiers in ImmunologyPeer-reviewedSep 15, 2022

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

Tatiana Shashkova, Dmitriy Umerenkov, Mikhail Salnikov…·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.

83 citationstop 3%

protein sequencedeep learning

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