Author

R. Levi

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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Immunology· 2

Signature Assays, Organisms & Methods

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Assay:CITE-seq· 2 Approach:deep learning· 2 Organism:human· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1

Frequent Co-Authors

Y. Louzoun· 2 shared H. Isakov· 1 shared O. Akerman· 1 shared S. Dvorkin· 1 shared

Activity by Year

2020-2022 · peak 1/yr

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4 top collaborators · 4 mutual co-author links

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2 shared papersImmunology

Y. Louzoun

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2 papers

Recent·Most cited

Counting Is Almost All You Need

O. Akerman, Y. Louzoun, H. Isakov, R. Levi

This paper shows that counting T-cell receptor repertoires outperforms existing methods in detecting CMV and HLA alleles, with an attention model and a simplified graph approach improving accuracy.

bioRxiv · Aug 9, 2022Immunology

Autoencoder based local T cell repertoire density can be used to classify samples and T cell receptors

S. Dvorkin, R. Levi, Y. Louzoun

The paper introduces ELATE, an autoencoder-based method to estimate local T cell repertoire density, enabling classification of samples and prediction of TCR-peptide binding.

bioRxiv · Jun 12, 2020Immunology