Author

Giuseppe Vinci

University of Notre DameORCID 0000-0003-2783-8420Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Genevera I. AlleniD· 1 shared Luqin GaniD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperGenomics

Genevera I. AllenORCID

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1 paper

Recent·Most cited

GenomicsACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB)Peer-reviewedSep 21, 2020

Correlation imputation in single cell RNA-seq using auxiliary information and ensemble learning

Luqin Gan, Giuseppe Vinci, Genevera I. Allen

This paper introduces SCENA, a method that imputes gene correlations in scRNA-seq data using ensemble learning and auxiliary information, improving downstream analyses.

3 citations

scRNA-seqmachine learning (classical)

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