Author

Ivan Ferrari

Istituto Nazionale Genetica MolecolareORCID 0000-0003-3746-4143Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 2 Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Organism:human· 1

Frequent Co-Authors

Renata GrifantiniiD· 2 shared Sergio AbrignaniiD· 2 shared Andrea GobbiniiD· 1 shared Eugenia GaleotaiD· 1 shared Fédérico MariniiD· 1 shared Francesca VincentiiD· 1 shared Jole CostanzaiD· 1 shared Mariacristina CrostiiD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Renata GrifantiniORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedDec 17, 2025

CIA: a Clustering Independent Annotation method to investigate cell identities in scRNA-seq data

Ivan Ferrari, Mattia Battistella, Francesca Vincenti…·Eugenia Galeota

CIA provides a reference-free method for cell type annotation in scRNA-seq data, outperforming existing approaches with lower computational cost.

4 citations

scRNA-seqstatistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJan 17, 2022

Combiroc: when 'less is more' in bulk and single cell marker signatures.

Ivan Ferrari, Saveria Mazzara, Mariacristina Crosti…·Riccardo Lorenzo Rossi

Combiroc refines marker signatures by selecting smaller, more discriminative subsets from scRNA-seq data, validated against independent datasets and the human protein atlas.

6 citations

𝕏 PostBluesky