Author

Melania Franchini

Telethon Institute Of Genetics And MedicineORCID 0000-0002-0266-0737Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Gaetano Viscido· 1 shared Gennaro GambardellaiD· 1 shared Simona PellecchiaiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Gaetano Viscido

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1 paper

Recent·Most cited

Single-cell gene set enrichment analysis and transfer learning for functional annotation of scRNA-seq data

Melania Franchini, Simona Pellecchia, Gaetano Viscido, Gennaro Gambardella

This paper introduces two methods, scGSEA and scMAP, to improve functional annotation of scRNA-seq data by using gene set enrichment and transfer learning.

NAR Genomics and Bioinformatics · Jan 10, 2023Peer-reviewedBioinformatics