Author

Luigi Ferraro

University of MiamiORCID 0009-0005-3706-1645Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Luigi Ferraro1 paper · Biogem

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Michele CeccarelliiD· 2 shared Alessia CovreiD· 1 shared Andrea AnichiniiD· 1 shared Anna Maria Di GiacomoiD· 1 shared Antonio De FalcoiD· 1 shared Benjamin CurralliD· 1 shared Daniel BilbaoiD· 1 shared Elisabetta FerrettiiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersGenomics

Michele CeccarelliORCID

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2 papers

Recent·Most cited

GenomicsScience AdvancesPeer-reviewedAug 7, 2026

Transposable Elements and Homotypic Niches Drive Immune Dynamics and Resistance in Melanoma Epigenetic-based immunotherapy

Erika Ciervo, Francesco Ceccarelli, Anna Maria Di Giacomo…·Michele Ceccarelli

This study identifies how epigenetic changes and spatial clustering influence immune dynamics and therapy resistance in melanoma through single-cell and spatial transcriptomics analyses.

DOI 10.1126/sciadv.aed1318

𝕏 PostBluesky

BioinformaticsBioinformaticsPeer-reviewedJul 1, 2023

MOViDA: Multi-Omics Visible Drug Activity Prediction with a Biologically Informed Neural Network Model

Luigi Ferraro, Giovanni Scala, Luigi Cerulo…·Michele Ceccarelli

This paper introduces a biologically informed neural network model for predicting drug sensitivity and synergy using multi-omics data, showing improved performance on imbalanced datasets.

13 citations

proteomicsmetagenomics

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