Author

Giancarlo Sperlí

University of Naples Federico IIORCID 0000-0003-4033-3777Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:plant (other)· 1 Assay:protein sequence· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Mara Ercolano· 1 shared Rita DublinoiD· 1 shared Vincenzo Carandente· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperPlant Biology

Mara Ercolano

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1 paper

Recent·Most cited

Plant BiologybioRxivPreprintOct 22, 2026

DREM: integrating resistance and domain probabilities to prioritize plant immune receptors

Rita Dublino, Vincenzo Carandente, Giancarlo Sperlí, Mara Ercolano

DREM is a deep learning model that improves the identification of plant immune receptors by learning from sequence data, outperforming existing methods and identifying novel resistance proteins.

DOI 10.64898/2026.10.21.760626

plant (other)protein sequence

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