Author

Ivan Lebed

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

Frequent Co-Authors

Alina V. KonstantinovaiD· 1 shared Dmitriy UmerenkoviD· 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 Д. Н. ЩербининiD· 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