Author

John Yanev

Saint Louis University

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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:imputation· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Haijun GongiD· 1 shared Jie HouiD· 1 shared Tong SiiD· 1 shared Zackary Hopkins· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Haijun GongORCID

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1 paper

Recent·Most cited

A novel f-divergence based generative adversarial imputation method for scRNA-seq data analysis

Tong Si, Zackary Hopkins, John Yanev, Jie Hou, Haijun Gong

This paper introduces sc-f GAIN, an f-divergence-based generative adversarial imputation method for scRNA-seq data that improves accuracy and robustness compared to traditional methods.

PLoS ONE · Nov 10, 2023Peer-reviewedBioinformatics